Freely Available Educational Data Sets
Sharing Your Own Data
Tools to Support Educational Data Mining
- Carnegie Mellon University’s PROJECT Listen has released the Bayes Net Toolkit for Student Modeling, a system which makes it easier to use Bayes Nets and Bayesian Knowledge-Tracing to model student data.
- The Pittsburgh Science of Learning Center offers DataShop, a system which you can use to conduct learning curve analysis on educational data.
- Ryan Baker has made available tools for Bayesian Knowledge-Tracing (with brute force), distilling data features, for using models of gaming the system, off-task behavior, and guessing and slipping, and for statistically comparing A’ values.
Notes from Discussions at EDM Workshops
The EDM-ANNOUNCE and EDM-DISCUSS mailing lists are also maintained to support this research community.
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