Stephen Fancsali
Carnegie Mellon University
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Publication
Featured researches published by Stephen Fancsali.
learning analytics and knowledge | 2011
Stephen Fancsali
We consider the problem of predictive and causal modeling of data collected by courseware in online education settings, focusing on graphical causal models as a formalism for such modeling. We review results from a prior study, present a new pilot study, and suggest that novel methods of constructing variables for analysis may improve our ability to infer predictors and causes of learning outcomes in online education. Finally, several general problems for causal discovery from such data are surveyed along with potential solutions.
educational data mining | 2014
Stephen Fancsali
educational data mining | 2013
Stephen Fancsali; Tristan Nixon; Steven Ritter
educational data mining | 2013
Steve Ritter; Ambarish Joshi; Stephen Fancsali; Tristan Nixon
educational data mining | 2013
Tristan Nixon; Stephen Fancsali; Steven Ritter
educational data mining | 2012
Stephen Fancsali
aied workshops | 2013
Stephen Fancsali; Tristan Nixon; Annalies Vuong; Steven Ritter
educational data mining | 2011
Stephen Fancsali
Archive | 2013
Stephen Fancsali
Behavioral and Brain Sciences | 2010
David Danks; Stephen Fancsali; Clark Glymour; Richard Scheines
