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Repairing Disengagement With Non-Invasive Interventionsby: Ivon Arroyo, Kimberly Ferguson, Jeff Johns, Toby Dragon, Hasmik Meheranian, Don Fisher, Andrew Barto, Sridhar Mahadevan, Beverly P. Woolf
In Proceeding of the 2007 conference on Artificial Intelligence in Education (2007), pp. 195-202.
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AbstractWe evaluated the impact of a set of interventions to repair students' disengagement while solving geometry problems in a tutoring system. We present a deep analysis of how a tutor can remediate a student's disengagement and motivation with self-monitoring feedback. The analysis consists of a between-subjects analyses on students learning and on students' attitudes towards mathematics and perceptions of the software, and a deeper analysis on students' engagement within the tutor. Results show that the general trend over time is for students to become more disengaged while using a tutor, yet students can be coaxed into reengagement after viewing interventions that promote self-reflection and self-monitoring --a simple open-learner model accompanied by suggestions and encouragement.
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