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She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":11,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"536b4aa1f175170ecfc1c609\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor styles vary widely; some are clear and structured while others read from slides or have confusing lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"He is pretty nice, but the course is not curved and the level to get A is not really easy\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-13 17:23:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d02e309615f1a375ba8ba7c3\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. 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Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":11,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"d02e309615f1a375ba8ba7c3\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Exams range from very easy to extremely hard, with some professors using ridiculous grading scales or testing on unpracticed material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":12,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Workload perception varies; some find it minimal and straightforward, while others report tough grading and excessive effort for an easy class.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":8,\"review_ids\":[\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Some professors are highly organized with helpful materials, while others are disorganized or provide vague instructions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"One of the best teachers I have ever had. Makes material interesting, passionate about teaching and students succeeding. Also very smooth talker...Take him if you can\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-11 02:01:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"536b4aa1f175170ecfc1c609\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMjU3NDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"He is pretty nice, but the course is not curved and the level to get A is not really easy\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-13 17:23:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d02e309615f1a375ba8ba7c3\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"She's a nice person and understanding. I couldn't stay awake during the lectures though. The pace was a bit slow and her voice lulled me to sleep almost every time.\",\"course_id\":\"ISYE 313\",\"date\":\"2015-01-07 19:43:57 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"877348c16f78c122be1427c0\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MjQ5Nzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. 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Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":11,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"536b4aa1f175170ecfc1c609\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor styles vary widely; some are clear and structured while others read from slides or have confusing lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"He is pretty nice, but the course is not curved and the level to get A is not really easy\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-13 17:23:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d02e309615f1a375ba8ba7c3\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":11,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"d02e309615f1a375ba8ba7c3\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Exams range from very easy to extremely hard, with some professors using ridiculous grading scales or testing on unpracticed material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":12,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Workload perception varies; some find it minimal and straightforward, while others report tough grading and excessive effort for an easy class.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":8,\"review_ids\":[\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Some professors are highly organized with helpful materials, while others are disorganized or provide vague instructions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"One of the best teachers I have ever had. Makes material interesting, passionate about teaching and students succeeding. Also very smooth talker...Take him if you can\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-11 02:01:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"536b4aa1f175170ecfc1c609\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMjU3NDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"He is pretty nice, but the course is not curved and the level to get A is not really easy\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-13 17:23:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d02e309615f1a375ba8ba7c3\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"She's a nice person and understanding. I couldn't stay awake during the lectures though. The pace was a bit slow and her voice lulled me to sleep almost every time.\",\"course_id\":\"ISYE 313\",\"date\":\"2015-01-07 19:43:57 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"877348c16f78c122be1427c0\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MjQ5Nzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":15,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"536b4aa1f175170ecfc1c609\",\"d02e309615f1a375ba8ba7c3\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"877348c16f78c122be1427c0\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Student satisfaction is heavily dependent on the specific instructor, ranging from 'dream classes' to 'avoid if possible'.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_465855ee8f77f31be2f79f78","course_id":"ISYE 313","catalog_version_id":"bff0545fd4517838e1c4ac612f4e7bad5b9fd38dc3d56953e0d06c273a63f010","record_version_id":"6a43d23f04e78961d5b390962a0e74e48baa40464d2a0c274968f60788de2e40","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f35eb56064d4276a4b64b356674b4f2b815091a55b941f1c943487dda0695d2d","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"e127f052f298371e6ad45622ae3f4f155d32114f2c298b19eae41ed29b6861f6\",\"course_id\":\"ISYE 313\",\"current_instructors\":[{\"instructor_uid\":\"instructor_814872df5a528f5906fb2a15\",\"message\":\"Summary generation failed\",\"name\":\"Sinan Tas\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2840709\",\"summary\":[{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.33 GPA, 62.3% A/AB (n=77 letter grades); Spring 2023: 3.63 GPA, 79.0% A/AB (n=62 letter grades); Fall 2023: 3.45 GPA, 66.3% A/AB (n=95 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_814872df5a528f5906fb2a15\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.38 GPA, 62.3% A/AB (n=53 letter grades); Fall 2025: 3.29 GPA, 55.3% A/AB (n=94 letter grades); Spring 2026: 3.61 GPA, 78.3% A/AB (n=60 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"HANNAH SILBER is recorded teaching in Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JOHN LEE is recorded teaching in Spring 2010, Spring 2011, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"SINAN TAS is recorded teaching in Spring 2009, Fall 2009, Spring 2012, Spring 2022, Fall 2022, Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"TERRY MANN is recorded teaching in Fall 2012, Spring 2014, Spring 2015, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"VICKI BIER is recorded teaching in Fall 2007, Spring 2009, Fall 2010, Fall 2011, Fall 2013, Fall 2014, Fall 2015, Fall 2017, Fall 2018, Fall 2019. 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Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"One of the best teachers I have ever had. Makes material interesting, passionate about teaching and students succeeding. 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Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":11,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"536b4aa1f175170ecfc1c609\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor styles vary widely; some are clear and structured while others read from slides or have confusing lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"He is pretty nice, but the course is not curved and the level to get A is not really easy\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-13 17:23:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d02e309615f1a375ba8ba7c3\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":11,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"d02e309615f1a375ba8ba7c3\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Exams range from very easy to extremely hard, with some professors using ridiculous grading scales or testing on unpracticed material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":12,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Workload perception varies; some find it minimal and straightforward, while others report tough grading and excessive effort for an easy class.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":8,\"review_ids\":[\"c04a7463b86b80a071ee6aa6\",\"b8d48aabc0c8ff02ebb11e17\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Some professors are highly organized with helpful materials, while others are disorganized or provide vague instructions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Bier teaches right off the slides but going to class is still helpful for clarification. Book had typos in it. She teaches the way in excel and expects you to do it by hand on exams. Open note/book exams. She has the most ridiculous grading scale on campus. Anything lower than a 77 is a D. If you struggled in Econ 101 you will struggle in this.\",\"course_id\":\"ISYE 313\",\"date\":\"2010-12-22 11:47:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5667ea31ff560d9ed62357f6\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4MDIyNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"One of the best teachers I have ever had. Makes material interesting, passionate about teaching and students succeeding. Also very smooth talker...Take him if you can\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-11 02:01:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"536b4aa1f175170ecfc1c609\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMjU3NDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"He is pretty nice, but the course is not curved and the level to get A is not really easy\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-13 17:23:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d02e309615f1a375ba8ba7c3\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Prof. Lee is very interested in student progress and gives every student a chance to get an A. However, you will need to put in work to do so.\",\"course_id\":\"ISYE 313\",\"date\":\"2012-05-23 12:18:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b4db1ce1085256646b0dd9\",\"instructor_id\":\"rmp:1722365\",\"instructor_name\":\"John Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\"},{\"comment\":\"Extremely nice professor to talk to and understanding. The class was extremely dry. Projects given had vague instructions so I recommend talking to him if you have any questions. Exams were sometimes extremely easy and sometimes extremely hard.\",\"course_id\":\"ISYE 313\",\"date\":\"2013-01-30 16:05:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c04a7463b86b80a071ee6aa6\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"She's a nice person and understanding. I couldn't stay awake during the lectures though. The pace was a bit slow and her voice lulled me to sleep almost every time.\",\"course_id\":\"ISYE 313\",\"date\":\"2015-01-07 19:43:57 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"877348c16f78c122be1427c0\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MjQ5Nzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"Overall solid professor. The lectures were very dry, but structured logically and well explained. His exams are very easy and the course load is minimal. Fair grader and very approachable. Nothing to complain about, really.\",\"course_id\":\"ISYE 313\",\"date\":\"2016-12-15 11:08:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b8d48aabc0c8ff02ebb11e17\",\"instructor_id\":\"rmp:1357774\",\"instructor_name\":\"Terry Mann\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\"},{\"comment\":\"Ridiculous Grading Scale with no curve. Class material is easy but homeworks are graded very tough. Lot of work for a supposedly easy class. Take a different professor if you can so that you can enjoy the subject material. Lectures were absolutely useless.\",\"course_id\":\"ISYE 313\",\"date\":\"2018-07-17 18:30:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbe4a55f5384ddea4e023eb2\",\"instructor_id\":\"rmp:1516986\",\"instructor_name\":\"Vicki Bier\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\"},{\"comment\":\"The class and professor Xu are both super boring, the hardest part of the course is finding motivation for such a boring subject. The slides are posted online and are pretty helpful for the homework.\",\"course_id\":\"ISYE 313\",\"date\":\"2020-05-03 18:54:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3851084d0eee64b3614dbed\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Dr. S leads a dream of a class. She uploads lectures ahead of time if you like working ahead; for the most part, it's very easy to pass. Listen to the lectures, take a few notes, and complete the rudimentary assignments. Happy to take such a laid back class.\",\"course_id\":\"ISYE 313\",\"date\":\"2021-01-27 20:19:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"816ce46ba69ecffd0ef0164e\",\"instructor_id\":\"rmp:2522752\",\"instructor_name\":\"Hannah Silber\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\"},{\"comment\":\"I really liked Tas as a person, however, his lectures were really hard to follow, and his tests were confusing. \",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-14 23:01:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cbeb5b456cef7e6038d8a79a\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Had him for two classes this last semester, while he seems like a great person, is not a great lecturer - was often unfamiliar with the slides, lectures just went on and on and I retained very little. Took a very long time to get grades back and feedback was often questionable, though that is at least in part the TA's fault. Not the most organized.\",\"course_id\":\"ISYE 313\",\"date\":\"2022-12-27 18:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c802a17cad091a49a63c08eb\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"He was a good professor. The lectures got boring after awhile because he read off slide shows the entire time, but he did his best to make it engaging. Homework wasn't bad, and the group project didn't take too long. All grading was fair and tests were similar to the practice material. The textbook wasn't worth it, but other than that all was good.\",\"course_id\":\"ISYE 313\",\"date\":\"2023-05-16 17:48:10 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a71284695e2becde998594da\",\"instructor_id\":\"rmp:2840709\",\"instructor_name\":\"Sinan Tas\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\"},{\"comment\":\"Avoid if possible. She reads directly off the slides, cannot answer questions or clarify well, and often tests you on foreign things you have never seen or practiced, including questions with terminology you've never covered. Some exams were super easy, and others were impossible. Honestly hard to prepare for. Would never recommend to anyone.\",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-02 20:04:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3aa7ac879a24286f8281e0a\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"},{\"comment\":\"Prof Xu does not have particularly interesting lectures, and she does not deliver them with much passion. However, they are very organized, and contain all the info you need to complete the HWs and do well on the exams. The HWs are straightforward, the project was mostly graded on completion, and exams were open note. \",\"course_id\":\"ISYE 313\",\"date\":\"2025-05-12 17:45:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ba4a8107e936b16491072973\",\"instructor_id\":\"rmp:2592851\",\"instructor_name\":\"Tina Xu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjUzOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\"}],\"evidence_count\":15,\"review_ids\":[\"5667ea31ff560d9ed62357f6\",\"536b4aa1f175170ecfc1c609\",\"d02e309615f1a375ba8ba7c3\",\"71b4db1ce1085256646b0dd9\",\"c04a7463b86b80a071ee6aa6\",\"877348c16f78c122be1427c0\",\"b8d48aabc0c8ff02ebb11e17\",\"cbe4a55f5384ddea4e023eb2\",\"f3851084d0eee64b3614dbed\",\"816ce46ba69ecffd0ef0164e\",\"cbeb5b456cef7e6038d8a79a\",\"c802a17cad091a49a63c08eb\",\"a71284695e2becde998594da\",\"d3aa7ac879a24286f8281e0a\",\"ba4a8107e936b16491072973\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357774\",\"name\":\"Terry Mann\"},{\"id\":\"rmp:1516986\",\"name\":\"Vicki Bier\"},{\"id\":\"rmp:1722365\",\"name\":\"John Lee\"},{\"id\":\"rmp:2522752\",\"name\":\"Hannah Silber\"},{\"id\":\"rmp:2592851\",\"name\":\"Tina Xu\"},{\"id\":\"rmp:2840709\",\"name\":\"Sinan Tas\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Student satisfaction is heavily dependent on the specific instructor, ranging from 'dream classes' to 'avoid if possible'.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_465855ee8f77f31be2f79f78","course_id":"ISYE 313","catalog_version_id":"bff0545fd4517838e1c4ac612f4e7bad5b9fd38dc3d56953e0d06c273a63f010","record_version_id":"6a43d23f04e78961d5b390962a0e74e48baa40464d2a0c274968f60788de2e40","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7bccc73fa3278398244f952c1c8e9e38a954c93368903baa8386274db6553f57","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e127f052f298371e6ad45622ae3f4f155d32114f2c298b19eae41ed29b6861f6\",\"course_id\":\"ISYE 313\",\"current_instructors\":[{\"instructor_uid\":\"instructor_814872df5a528f5906fb2a15\",\"message\":null,\"name\":\"Sinan Tas\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2840709\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2022-12-14 23:01:38 +0000 UTC\",\"review_id\":\"cbeb5b456cef7e6038d8a79a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"},{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2022-12-27 18:02:19 +0000 UTC\",\"review_id\":\"c802a17cad091a49a63c08eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"},{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2023-05-16 17:48:10 +0000 UTC\",\"review_id\":\"a71284695e2becde998594da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"}],\"text\":\"Sinan Tas receives mixed reviews for ISYE 313. Some students find his lectures hard to follow and confusing, citing poor organization and slow grading. Others view him as a good professor who provides fair grading and tests similar to practice material, despite boring lecture styles.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.33 GPA, 62.3% A/AB (n=77 letter grades); Spring 2023: 3.63 GPA, 79.0% A/AB (n=62 letter grades); Fall 2023: 3.45 GPA, 66.3% A/AB (n=95 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2023-05-16 17:48:10 +0000 UTC\",\"review_id\":\"a71284695e2becde998594da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"}],\"text\":\"Homework and group projects are reported as manageable in time commitment, with tests similar to practice material. However, one reviewer noted that tests were confusing and grades took a long time to return.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"John Lee\",\"review_date\":\"2012-05-11 02:01:38 +0000 UTC\",\"review_id\":\"536b4aa1f175170ecfc1c609\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1722365\",\"source_review_id\":\"UmF0aW5nLTIwMjU3NDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\",\"type\":\"review\"},{\"instructor_name\":\"John Lee\",\"review_date\":\"2012-05-13 17:23:05 +0000 UTC\",\"review_id\":\"d02e309615f1a375ba8ba7c3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1722365\",\"source_review_id\":\"UmF0aW5nLTIwMjcxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\",\"type\":\"review\"},{\"instructor_name\":\"John Lee\",\"review_date\":\"2012-05-23 12:18:59 +0000 UTC\",\"review_id\":\"71b4db1ce1085256646b0dd9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1722365\",\"source_review_id\":\"UmF0aW5nLTIwMzM0NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722365\",\"type\":\"review\"},{\"instructor_name\":\"Terry Mann\",\"review_date\":\"2013-01-30 16:05:12 +0000 UTC\",\"review_id\":\"c04a7463b86b80a071ee6aa6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1357774\",\"source_review_id\":\"UmF0aW5nLTIxMzA4ODY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\",\"type\":\"review\"},{\"instructor_name\":\"Vicki Bier\",\"review_date\":\"2015-01-07 19:43:57 +0000 UTC\",\"review_id\":\"877348c16f78c122be1427c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1516986\",\"source_review_id\":\"UmF0aW5nLTI0MjQ5Nzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\",\"type\":\"review\"},{\"instructor_name\":\"Terry Mann\",\"review_date\":\"2016-12-15 11:08:15 +0000 UTC\",\"review_id\":\"b8d48aabc0c8ff02ebb11e17\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1357774\",\"source_review_id\":\"UmF0aW5nLTI3NTA4Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357774\",\"type\":\"review\"},{\"instructor_name\":\"Vicki Bier\",\"review_date\":\"2018-07-17 18:30:33 +0000 UTC\",\"review_id\":\"cbe4a55f5384ddea4e023eb2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1516986\",\"source_review_id\":\"UmF0aW5nLTMwMzUyMTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1516986\",\"type\":\"review\"},{\"instructor_name\":\"Tina Xu\",\"review_date\":\"2020-05-03 18:54:30 +0000 UTC\",\"review_id\":\"f3851084d0eee64b3614dbed\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2592851\",\"source_review_id\":\"UmF0aW5nLTMzMTg5NzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\",\"type\":\"review\"},{\"instructor_name\":\"Hannah Silber\",\"review_date\":\"2021-01-27 20:19:09 +0000 UTC\",\"review_id\":\"816ce46ba69ecffd0ef0164e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2522752\",\"source_review_id\":\"UmF0aW5nLTM0MzIxNTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2522752\",\"type\":\"review\"},{\"instructor_name\":\"Tina Xu\",\"review_date\":\"2025-05-02 20:04:37 +0000 UTC\",\"review_id\":\"d3aa7ac879a24286f8281e0a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2592851\",\"source_review_id\":\"UmF0aW5nLTQxMTM3NDk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2592851\",\"type\":\"review\"}],\"text\":\"Sinan Tas is the current instructor but has no reviews. Historical reviews for John Lee praise his passion and student support, while others note the lack of a curve. Vicki Bier and Tina Xu receive mixed feedback regarding lecture engagement and exam clarity.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2022-12-14 23:01:38 +0000 UTC\",\"review_id\":\"cbeb5b456cef7e6038d8a79a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"},{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2022-12-27 18:02:19 +0000 UTC\",\"review_id\":\"c802a17cad091a49a63c08eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"},{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2023-05-16 17:48:10 +0000 UTC\",\"review_id\":\"a71284695e2becde998594da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"}],\"text\":\"Sinan Tas receives mixed reviews for ISYE 313, with students describing him as personable but struggling with lecture clarity and organization. While one reviewer found the course fair and engaging, others found the material confusing and the delivery monotonous.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.38 GPA, 62.3% A/AB (n=53 letter grades); Fall 2025: 3.29 GPA, 55.3% A/AB (n=94 letter grades); Spring 2026: 3.61 GPA, 78.3% A/AB (n=60 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2022-12-14 23:01:38 +0000 UTC\",\"review_id\":\"cbeb5b456cef7e6038d8a79a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3MTI0NjYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"},{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2022-12-27 18:02:19 +0000 UTC\",\"review_id\":\"c802a17cad091a49a63c08eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3MjUwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"},{\"instructor_name\":\"Sinan Tas\",\"review_date\":\"2023-05-16 17:48:10 +0000 UTC\",\"review_id\":\"a71284695e2becde998594da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2840709\",\"source_review_id\":\"UmF0aW5nLTM3OTM2NzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840709\",\"type\":\"review\"}],\"text\":\"Students report that lectures are often hard to follow, with Tas reading from slides or appearing unfamiliar with the material. One reviewer found the course good despite boring lectures, while others retained very little due to poor organization.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"HANNAH SILBER is recorded teaching in Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JOHN LEE is recorded teaching in Spring 2010, Spring 2011, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"SINAN TAS is recorded teaching in Spring 2009, Fall 2009, Spring 2012, Spring 2022, Fall 2022, Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"TERRY MANN is recorded teaching in Fall 2012, Spring 2014, Spring 2015, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ISYE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"source_record\":{\"entity_id\":\"385c2532-1f76-38cd-bb41-0b0b5bf44cec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"VICKI BIER is recorded teaching in Fall 2007, Spring 2009, Fall 2010, Fall 2011, Fall 2013, Fall 2014, Fall 2015, Fall 2017, Fall 2018, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]