# COMPSCI 681: Senior Honors Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_681) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id cd4af2dbdf5cfdf0a9371b8ec4821d3604f02252be9d15a79cf9cd1509569cc3 ### course id COMPSCI 681 ### course uid course\_a495c0d9f6ed226e1fc144ee ### catalog version id e314cdde4a55a690707d926167796705931d82cd2c5e3ec142c32bc7219bc5f3 ### course number 681 ### subjects * COMPSCI ### title SENIOR HONORS THESIS ### description Individual study for seniors completing theses for honors in the Computer Sciences major as arranged with a faculty member. ### requirements text Consent of instructor ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:004294 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id f012e6fc5882431e9630ae0bbeda3673ce13176eac901ff05e6f722d40f3b4ed ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary COMPSCI 681 is an individual study course for senior Computer Science majors to complete honors theses under faculty supervision. ### llm topics * Computer Science research and thesis development ### llm skills * Independent research and thesis writing ### llm assumed background * Senior standing and enrollment in the Computer Sciences honors program ### llm search phrases * senior honors thesis computer science * individual study compsci 681 * computer science honors thesis faculty supervision ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 6b2b59bc4da3af8d28825ddc8cb1d5fe06600dbe13a51d00840ecc1002e48711 #### course id COMPSCI 681 #### current instructors ```json [ { "instructor_uid": "instructor_1ff77094c39644d04495ec4e", "message": "No course-specific reviews available", "name": "Alberto Del Pia", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2490725", "summary": [] }, { "instructor_uid": "instructor_62fbf397fa1d95229b4a582b", "message": "No course-specific reviews available", "name": "Andrea Arpaci-Dusseau", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2071686", "summary": [] }, { "instructor_uid": "instructor_ed568aeb692a4788be5c3b07", "message": "No course-specific reviews available", "name": "Aws Albarghouthi", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2240014", "summary": [] }, { "instructor_uid": "instructor_3b251949b48503ddc5a3bbda", "message": "No course-specific reviews available", "name": "Bilge Mutlu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2474914", "summary": [] }, { "instructor_uid": "instructor_20565506a2807ecc6c2ccdd9", "message": "No course-specific reviews available", "name": "Dan Negrut", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:812301", "summary": [] }, { "instructor_uid": "instructor_bd69301d792fdd732df928c4", "message": "No course-specific reviews available", "name": "Dieter van Melkebeek", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_10f860edf5c0b72909e9aa49", "message": "No course-specific reviews available", "name": "Eric Bach", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:125529", "summary": [] }, { "instructor_uid": "instructor_081da36788bae5ac4a59dbda", "message": "No course-specific reviews available", "name": "Ethan Cecchetti", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_c015792b29d463dd3b20bfda", "message": "No course-specific reviews available", "name": "Fred Sala", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2670667", "summary": [] }, { "instructor_uid": "instructor_f85b9ff343f5be26654f10d9", "message": "No course-specific reviews available", "name": "Grigoris Chrysos", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2984236", "summary": [] }, { "instructor_uid": "instructor_2b9bf73a637e6fe4e4c8cadd", "message": "No course-specific reviews available", "name": "Hanbaek Yu", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_69958c07a786a7fcb4b1c429", "message": "No course-specific reviews available", "name": "Jacob Thebault-Spieker", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2658929", "summary": [] }, { "instructor_uid": "instructor_e678f8c452b6f74d9eec0b74", "message": "No course-specific reviews available", "name": "Jelena Diakonikolas", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_891e98e7cb82bcc0ff27c432", "message": "No course-specific reviews available", "name": "Jerry Zhu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1785920", "summary": [] }, { "instructor_uid": "instructor_a98380e4ebe506f9ee6ca621", "message": "No course-specific reviews available", "name": "Jin-Yi Cai", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:425160", "summary": [] }, { "instructor_uid": "instructor_fdf4127fe353415ba93b07f7", "message": "No course-specific reviews available", "name": "Joshua San Miguel", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2403119", "summary": [] }, { "instructor_uid": "instructor_28d63c5638ffa52090e68427", "message": "No course-specific reviews available", "name": "Josiah Hanna", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2761425", "summary": [] }, { "instructor_uid": "instructor_e1c15c874c338077012da226", "message": "No course-specific reviews available", "name": "Junjie Hu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2960352", "summary": [] }, { "instructor_uid": "instructor_2aef91a9420ca12673e58a3a", "message": "No course-specific reviews available", "name": "Kangwook Lee", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2517429", "summary": [] }, { "instructor_uid": "instructor_05ed3d965aab36fdc87c4374", "message": "No course-specific reviews available", "name": "Karu Sankaralingam", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2637168", "summary": [] }, { "instructor_uid": "instructor_d59cd3c3c1f169f08e1cd5c0", "message": "No course-specific reviews available", "name": "Loris D'Antoni", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2124712", "summary": [] }, { "instructor_uid": "instructor_c6e63d064842a675b1e752b4", "message": "No course-specific reviews available", "name": "Manolis Vlatakis Gkaragkounis", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_5b07ff954db288ff1052dd87", "message": "No course-specific reviews available", "name": "Marc Renault", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2316450", "summary": [] }, { "instructor_uid": "instructor_57a04fe014c45dbe0b5f86d0", "message": "No course-specific reviews available", "name": "Mark Craven", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2190981", "summary": [] }, { "instructor_uid": "instructor_07d81221401c0aeb980803c4", "message": "No course-specific reviews available", "name": "Matt Sinclair", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2465736", "summary": [] }, { "instructor_uid": "instructor_e87641b3a0d9d630d98447ef", "message": "No course-specific reviews available", "name": "Michael Gleicher", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1257605", "summary": [] }, { "instructor_uid": "instructor_6c1ef5a730b9fc5ea8655f4a", "message": "No course-specific reviews available", "name": "Michael Swift", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1072363", "summary": [] }, { "instructor_uid": "instructor_fae40bcc319ab178a209c988", "message": "No course-specific reviews available", "name": "Mohit Gupta", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2140649", "summary": [] }, { "instructor_uid": "instructor_3cb4318f06f23957457aaa56", "message": "No course-specific reviews available", "name": "Patrick Mcdaniel", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3132898", "summary": [] }, { "instructor_uid": "instructor_e0b82f2d934a901e74320b01", "message": "No course-specific reviews available", "name": "Rahul Chatterjee", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2533241", "summary": [] }, { "instructor_uid": "instructor_c7fccaa0a5ee235ceefaed9c", "message": "No course-specific reviews available", "name": "Ramya Korlakai Vinayak", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2626459", "summary": [] }, { "instructor_uid": "instructor_7ff780bef0b07516e262423b", "message": "No course-specific reviews available", "name": "Remzi Arpaci-Dusseau", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:131676", "summary": [] }, { "instructor_uid": "instructor_a0025085f948b04fe06f08b9", "message": "No course-specific reviews available", "name": "Robert Nowak", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:329243", "summary": [] }, { "instructor_uid": "instructor_5e8dbece5ed04a0d182f9b84", "message": "No course-specific reviews available", "name": "Sara McAllister", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_6ab9d1488d27b0bef5f8ae09", "message": "No course-specific reviews available", "name": "Sharon Li", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_8bef2ed1a9e069c7181ff8b7", "message": "No course-specific reviews available", "name": "Shivaram Venkataraman", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2423043", "summary": [] }, { "instructor_uid": "instructor_bbd78b6d1945166bcef3a9a8", "message": "No course-specific reviews available", "name": "Suman Banerjee", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1820723", "summary": [] }, { "instructor_uid": "instructor_1e028b971677a28f2e2bef50", "message": "No course-specific reviews available", "name": "Sushmita Roy", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1786777", "summary": [] }, { "instructor_uid": "instructor_cc55e188063cffcd5088453a", "message": "No course-specific reviews available", "name": "Tej Chajed", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_8810b0967f8ffffa4074c453", "message": "No course-specific reviews available", "name": "Vikas Singh", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1446267", "summary": [] }, { "instructor_uid": "instructor_1c875be71e39de81fc8f6631", "message": "No course-specific reviews available", "name": "Yin Li", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3015449", "summary": [] }, { "instructor_uid": "instructor_d243dd108d21791444199a3f", "message": "No course-specific reviews available", "name": "Yong Jae Lee", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2906194", "summary": [] }, { "instructor_uid": "instructor_307c5a1e319a93016cfbb8d3", "message": "No course-specific reviews available", "name": "Yudong Chen", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3057885", "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take None recorded. #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ALBERTO DEL PIA is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 125, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` ANDREA ARPACI-DUSSEAU is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` AWS ALBARGHOUTHI is recorded teaching in Fall 2019, Fall 2021. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 124, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 124, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" } ] } ``` BILGE MUTLU is recorded teaching in Spring 2010, Spring 2011, Fall 2013, Fall 2014, Fall 2017, Fall 2018, Fall 2019, Spring 2020, Fall 2022, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 101, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` DAN NEGRUT is recorded teaching in Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 131, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 131, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` DIETER VAN MELKEBEEK is recorded teaching in Fall 2011, Fall 2019, Fall 2021. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 22, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 22, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 22, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" } ] } ``` ERIC BACH is recorded teaching in Fall 2011, Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 76, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 76, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` FRED SALA is recorded teaching in Fall 2023, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 163, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 163, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 163, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` GRIGORIS CHRYSOS is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 200, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 200, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JACOB THEBAULT-SPIEKER is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 178, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` JELENA DIAKONIKOLAS is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 154, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 154, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JIN-YI CAI is recorded teaching in Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` JOSIAH HANNA is recorded teaching in Fall 2022, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 164, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 164, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 164, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JUNJIE HU is recorded teaching in Fall 2022, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 170, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 170, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` LORIS D'ANTONI is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 129, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` MARC RENAULT is recorded teaching in Fall 2019, Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 139, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 139, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` MARK CRAVEN is recorded teaching in Fall 2018, Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` MATT SINCLAIR is recorded teaching in Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` MICHAEL GLEICHER is recorded teaching in Fall 2006, Fall 2011, Fall 2017, Fall 2019, Fall 2020, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` MICHAEL SWIFT is recorded teaching in Spring 2020, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` MOHIT GUPTA is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 128, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` PATRICK MCDANIEL is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 174, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` RAHUL CHATTERJEE is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 152, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 152, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` RAMYA KORLAKAI VINAYAK is recorded teaching in Fall 2021, Spring 2022, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 168, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 168, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 168, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 168, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` REMZI ARPACI-DUSSEAU is recorded teaching in Fall 2019, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` ROBERT NOWAK is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 122, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` SHIVARAM VENKATARAMAN is recorded teaching in Spring 2020, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 142, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 142, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` SUMAN BANERJEE is recorded teaching in Fall 2006, Fall 2007, Fall 2013, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` SUSHMITA ROY is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 120, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` VIKAS SINGH is recorded teaching in Fall 2015, Spring 2016, Fall 2018, Spring 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 90, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 90, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 90, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 90, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 90, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` YIN LI is recorded teaching in Spring 2019, Spring 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` YONG JAE LEE is recorded teaching in Spring 2023, Fall 2023, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` YUDONG CHEN is recorded teaching in Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 169, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 169, "source_course_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "source_record": { "entity_id": "32fdc8e0-37fa-31a9-b6ec-635c36251dbc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Consent of instructor", "course": null, "evidence": "Consent of instructor", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_1ff77094c39644d04495ec4e", "source": "enrollment", "source_instructor_id": "delpia", "identity_basis": "netid", "identity_status": "source_identified", "name": "Alberto Del Pia", "email": "DELPIA@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 8, "quality": 4, "difficulty": 3.62, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2490725", "source_url": "https://www.ratemyprofessors.com/professor/2490725", "match_basis": "exact_name", "observed_at": "2026-09-07 16:57:12.505411+00:00", "courses": { "course_a04e8d794b24e3b81b984774": { "review_count": 6, "quality": 3.67, "difficulty": 3.67, "quality_count": 6, "difficulty_count": 6 }, "course_a7f061aae87dfef4b924b9a9": { "review_count": 2, "quality": 5, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.756918416818997, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ALBERTO_DEL_PIA" }, { "instructor_uid": "instructor_62fbf397fa1d95229b4a582b", "source": "enrollment", "source_instructor_id": "acarpaciduss", "identity_basis": "netid", "identity_status": "source_identified", "name": "Andrea Arpaci-Dusseau", "email": "DUSSEAU@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 13, "quality": 3.92, "difficulty": 3.92, "quality_count": 13, "difficulty_count": 13, "profile_id": "rmp:2071686", "source_url": "https://www.ratemyprofessors.com/professor/2071686", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:43.209143+00:00", "courses": { "course_79e5479d9eb1286e8642b399": { "review_count": 13, "quality": 3.92, "difficulty": 3.92, "quality_count": 13, "difficulty_count": 13 } }, "bayesian_quality": 3.762233808210058, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANDREA_ARPACI-DUSSEAU" }, { "instructor_uid": "instructor_ed568aeb692a4788be5c3b07", "source": "enrollment", "source_instructor_id": "albarghouthi", "identity_basis": "netid", "identity_status": "source_identified", "name": "Aws Albarghouthi", "email": "AWS@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 12, "quality": 3.67, "difficulty": 3.42, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:2240014", "source_url": "https://www.ratemyprofessors.com/professor/2240014", "match_basis": "exact_name", "observed_at": "2026-09-07 16:53:45.950777+00:00", "courses": { "course_20918224366f6bbd226f8ec0": { "review_count": 12, "quality": 3.67, "difficulty": 3.42, "quality_count": 12, "difficulty_count": 12 } }, "bayesian_quality": 3.663553614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AWS_ALBARGHOUTHI" }, { "instructor_uid": "instructor_3b251949b48503ddc5a3bbda", "source": "enrollment", "source_instructor_id": "bmutlu", "identity_basis": "netid", "identity_status": "source_identified", "name": "Bilge Mutlu", "email": "BMUTLU@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 13, "quality": 3.69, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13, "profile_id": "rmp:2474914", "source_url": "https://www.ratemyprofessors.com/professor/2474914", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:46.928668+00:00", "courses": { "course_87400c0728797946c5cef14c": { "review_count": 13, "quality": 3.69, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13 } }, "bayesian_quality": 3.6716277476039973, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BILGE_MUTLU" }, { "instructor_uid": "instructor_20565506a2807ecc6c2ccdd9", "source": "enrollment", "source_instructor_id": "negrut", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dan Negrut", "email": "NEGRUT@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 16, "quality": 4.69, "difficulty": 3, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:812301", "source_url": "https://www.ratemyprofessors.com/professor/812301", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:30.629179+00:00", "courses": { "course_63e805b33518ff3fd8dc0a39": { "review_count": 11, "quality": 4.82, "difficulty": 3.09, "quality_count": 11, "difficulty_count": 11 }, "course_16dd91dc41baac6af9c4c95b": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_691928789e696386436f0132": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_30b7af243793fc0540887d4f": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.117603213081442, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DAN_NEGRUT" }, { "instructor_uid": "instructor_bd69301d792fdd732df928c4", "source": "enrollment", "source_instructor_id": "vanmelkebeek", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dieter van Melkebeek", "email": "DIETER@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/DIETER_VAN_MELKEBEEK" }, { "instructor_uid": "instructor_10f860edf5c0b72909e9aa49", "source": "enrollment", "source_instructor_id": "ebach", "identity_basis": "netid", "identity_status": "source_identified", "name": "Eric Bach", "email": "BACH@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 59, "quality": 2.15, "difficulty": 4.53, "quality_count": 59, "difficulty_count": 59, "profile_id": "rmp:125529", "source_url": "https://www.ratemyprofessors.com/professor/125529", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:46.468571+00:00", "courses": { "course_2e71825a82859020279c78b8": { "review_count": 10, "quality": 1.8, "difficulty": 4.5, "quality_count": 10, "difficulty_count": 10 }, "course_1c792cd171ebabb5c5548c07": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_de12e29109d0c90ee086fcec": { "review_count": 21, "quality": 2.33, "difficulty": 4.29, "quality_count": 21, "difficulty_count": 21 }, 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"match_basis": "exact_name", "observed_at": "2026-09-07 15:57:24.844333+00:00", "courses": { "course_e0f984e8747ee9ccaba16d75": { "review_count": 3, "quality": 3.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.6610311161274747, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/YUDONG_CHEN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:004294", "course_id": "COMPSCI 681", "course_uid": "course_a495c0d9f6ed226e1fc144ee", "term_id": "1272", "source_course_id": "004294", "source_subject_id": "266", "title": "Senior Honors Thesis", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring, Summer" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:13643", "term_id": "1272", 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15:55:43.033547+00:00", "section_uid": "uw-section:1272:38383", "term_id": "1272", "source_section_id": "38383", "identity_basis": "class_number", "section_number": "208", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38388", "term_id": "1272", "source_section_id": "38388", "identity_basis": "class_number", "section_number": "182", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_bfe4bee42dc667c0fd32a915", "source": "madgrades", "source_instructor_id": "3011047", "identity_basis": "source_id", 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## instructor Trends None recorded. ## following None recorded.