Intelligent Tutoring Systems Educational Data Mining Human-Computer Interaction Gaming the System
Ryan S. Baker                                                                                 


EDM Tools
Baker-Rodrigo Observation Method Protocol (BROMP)
Penn Center for Learning Analytics resources page
Penn Center for Learning Analytics Github page


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"There's a certain sense in which people think that data is dehumanizing, and I think data *can* be used in a way that dehumanizes, but I think everything can be dehumanizing. I don't think I would have liked much to have been living in a city in Central Asia during the period when the Mongol Empire was expanding. I don't think I would have liked much being a peasant in medieval Europe.

Systems can be dehumanizing, and systems can be humanizing and recognize and shape people's potential, whether there's modern technologies or not. And I think you can actually see that in the different responses of societies around the world to modern technologies, whether it's a proliferation of exciting new technologies and exciting new possibilities, or whether it's used to monitor and control.

Maybe we have more ability to represent people as data today than we used to, but the human impulses to control and the human impulses to freedom are the same that they've always been." -- me

Quantitative Field Observation Motivational Modeling Interaction Design Psychometric Machine-Learned Models