Talk:Computational Modeling and Data Mining

Possible projects & people within:

1. Domain specific modeling

• Empirical knowledge component discovery
  • General techniques & applications thereof
    • Koedinger (0-1), Gordon (1-3), Pavlik (2?)
  • KC discovery in statistics & biology
    • Lovett (0-1)
• Cross and within domain analysis KC taxonomy and empirical indicators
  • Do different kinds of KCs have different application and learning event timings?
    • Koedinger
  • Taxonomy of differences between tutor units (problem features, usefulness of help) & KCs (blurs into #2)
    • Baker

2. Domain general modeling

• Models of motivation & affect & related behaviors
  • Baker (3)
• Models of learning
  • SimStudent
    • Koedinger, Matsuda (6), Pavlik
  • Reenforcement learning
    • Julie Fiez (?)
    • Min Chi (Kurt VanLehn?)

3. Engineering models & Assistance Dilemma

• Assistance Dilemma
  • Koedinger, Pavlik