Search results for author:"Ryan Baker"
Total records matched: 3 Search took: 0.056 secs
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Development of a Workbench to Address the Educational Data Mining Bottleneck
Ma Mercedes T. Rodrigo; Ryan S. J. d. Baker; Bruce M. McLaren; Alejandra Jayme; Thomas T. Dy
International Conference on Educational Data Mining (EDM) 2012 (June 2012)
In recent years, machine-learning software packages have made it easier for educational data mining researchers to create real-time detectors of cognitive skill as well as of metacognitive and motivational behavior that can be used to improve...
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Detecting and Understanding the Impact of Cognitive and Interpersonal Conflict in Computer Supported Collaborative Learning Environments
David Nadler Prata; Ryan S. J. d. Baker; Evandro d. B. Costa; Carolyn P. Rose; Yue Cui; Adriana M. J. B. de Carvalho
International Conference on Educational Data Mining (EDM) 2009 (July 2009)
This paper presents a model which can automatically detect a variety of student speech acts as students collaborate within a computer supported collaborative learning environment. In addition, an analysis is presented which gives substantial insight ...
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Towards Sensor-Free Affect Detection in Cognitive Tutor Algebra
Ryan S. J. d. Baker; Sujith M. Gowda; Michael Wixon; Jessica Kalka; Angela Z. Wagner; Aatish Salvi; Vincent Aleven; Gail W. Kusbit; Jaclyn Ocumpaugh; Lisa Rossi
International Conference on Educational Data Mining (EDM) 2012 (June 2012)
In recent years, the usefulness of affect detection for educational software has become clear. Accurate detection of student affect can support a wide range of interventions with the potential to improve student affect, increase engagement, and...