Talk:Computational Modeling and Data Mining

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Revision as of 12:58, 26 November 2008 by 128.237.236.50 (Talk) (New page: Possible projects & people within: 1. Domain specific modeling * Empirical knowledge component discovery ** General techniques & applications thereof *** Koedinger (0-1), Gordon (1-3), Pa...)

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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