This dissertation presents various machine learning applications for predicting different cognitive states of students while they are using a vocabulary tutoring system, DSCoVAR. We conduct four studies, each of which includes a comprehensive analysis of behavioral and linguistic data and provides data-driven evidence for designing personalized…

This research examined, through a basic qualitative approach, how sixth-grade mathematics teachers and their students in a New York inner-city middle school experienced the implementation of three "Classroom Instruction that Works" (CITW) instructional strategies namely, summarizing and note-taking, cooperative learning, and generating…