Seminar in Information Organization and Access

LIS 975 is a seminar examining systems and models of information organization, retrieval, and transfer, including research approaches and systems design.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

1 / 5

Historical reviews of Stephen Paling: Assignments were not clearly explained, and expectations were not laid out well, contributing to a high difficulty rating.

Grade history

average GPA
letter grades
A
AB
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BC
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F

All recorded terms · compare terms & instructors

Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
LIS 975

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree
  • Graduate/professional standing

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

Stephen Paling is a historical instructor for LIS 975. Reviewers report that he failed to clearly explain assignments and expectations. He also became upset when students did not understand his requirements.

STEPHEN PALING is recorded teaching in Fall 2008, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

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SectionModeEnrolled / capacityWaitlist

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections.

Meeting source records

No records available.

Student experience

the class

A historical review of Stephen Paling's course indicates significant frustration with unclear instructions and poor communication.

Recent recorded grades — Fall 2017: 3.90 GPA, 100.0% A/AB (n=5 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades).

difficulty & workload

Historical reviews of Stephen Paling: Assignments were not clearly explained, and expectations were not laid out well, contributing to a high difficulty rating.

Historical reviews of Stephen Paling: The professor became upset when the class did not understand what he wanted, creating a negative learning environment.

Topics

  • Information organization, retrieval, and transfer
  • Relevance, search behavior, and knowledge representation
  • Systems design and evaluation
  • Technical, cognitive, and socio-cultural processes

Skills

  • Critical examination of information systems and models
  • Research approaches and systems design and evaluation

Grades

Latest available · Fall 2025— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Fall 2025

More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

Observations at scan time; dates do not imply when a catalog change took effect.

Selected offering source records

No offering records for the selected term.

Raw records
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Student reviews

Original comments behind the course and instructor summaries.

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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "8556e607182a0b6e69d9385e6d88fac60ce345eabb539c55c97b39871d5ca305",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}