BKT Analysis For Big Data
  • Introduction
  • Bayesian knowledge tracing (BKT)
  • Parameters
  • Test analysis
  • Other approaches
  • References and links
BKT Analysis For Big Data
  • References and links
  • View page source

References and links

[Corbett1995]

A T Corbett and J R Anderson, Knowledge Tracing: Modeling the Acquisition of Procedural Knowledge, User Modeling and User-Adapted Interaction, 4: 253-278 (1995).

[Baker2010]

R S Baker, PSLC Summer School, 2010, Wed-3-BKTPred-v1.pptx (the 4th link of Wedneday).

[Gobert2013]

J D Gobert, M S Pedro, J Raziuddin, and R S Baker, From Log Files to Assessment Metrics: Measuring Students’ Science Inquiry Skills Using Educational Data Mining, J. Learning Sciences, 22, 521-563 (2013).

[BakerWWW]

http://users.wpi.edu/~rsbaker/edmtools.html

http://www.cs.cmu.edu/~listen/BNT-SM/

https://pslcdatashop.web.cmu.edu/

http://www.andestutor.org/

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