Dear eductional data mining colleagues, Sorry for cross-postings.The following papers are accepted for presentation at the AIED Educational Data Mining Workshop 2007. In addition to these the workshop will include topical discussion time and brief overviews of the EDM workshops held at UM07 and ICALT07.
We hope you will attend AIED 2007 and our workshop (July 9, full day workshop)!
Tiffany Barnes Authors Paper Title Joseph BeckDifficulties in inferring student knowledge from observations (and why you should care)
Leszczenski, Joseph BeckWhat’s in a Word? Modeling Reading Transfer through Learning Factors Analysis
Xiaonan Zhang, Jack Mostow, Joseph BeckAll in the (word) family: Estimating transfer from reading similar words
Tiffany Barnes, John Stamper Toward the extraction of production rules for solving logic proofs Sujith Ravi, Jihie Kim, Erin ShawMining on-line discussions: Assessing technical quality for student scaffolding and classifying messages for participation profiling
Erin Shaw (companion to above, presentation only)Novel tools for assessing student discussions: Modeling threads and participant roles using speech act and course topic analysis
Nocholas Lloyd, Neil Heffernan, Carolina RuizPredicting Student Engagement in Intelligent Tutoring Systems Using Teacher Expert Knowledge
Zachary Pardos, Mingyu Feng, Neil Heffernan, Cristina HeffernanAnalyzing Fine-Grained Skill Models Using Bayesian and Mixed Effects Methods
Ari Bader-Natal, Jordan Pollack Assessing and Improving Problem Difficulty Metrics using Student Data Dilhan Perera, Judy Kay, Kalina Yacef, Irena Koprinska Mining learners’ traces from an online collaboration tool