XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information

Oct-8-2025, 20:15:55 GMT–Neural Information Processing Systems

Knowledge tracing (KT) is a task that predicts students' future performance based on their historical learning interactions.

data mining, information, machine learning, (22 more...)

Neural Information Processing Systems

Oct-8-2025, 20:15:55 GMT

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Country:
- Asia
  - China
    - Beijing > Beijing (0.04)
    - Guangdong Province > Guangzhou (0.05)
    - Hong Kong (0.05)
  - South Korea (0.04)
  - Taiwan (0.04)
- Europe
  - France > Île-de-France
    - Paris > Paris (0.04)
  - Ireland (0.04)
- North America > United States
  - California > San Francisco County
    - San Francisco (0.14)
  - Michigan (0.04)
  - Pennsylvania > Allegheny County
    - Pittsburgh (0.04)
- Oceania > Australia
  - Western Australia > Perth (0.04)

Genre:
- Instructional Material (1.00)

Industry:
- Education
  - Educational Setting (0.46)
  - Educational Technology (0.46)
- Information Technology > Security & Privacy (0.68)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Neural Networks
      - Deep Learning (0.95)
    - Representation & Reasoning (0.94)
  - Data Science > Data Mining (0.95)
  - Information Management (0.68)
  - Security & Privacy (0.68)

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