Litman, D and Forbes-Riley, K
(2009)
Improving (meta)cognitive tutoring by detecting and responding to uncertainty.
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Abstract
We hypothesize that enhancing computer tutors to respond to student uncertainty over and above correctness is one method for increasing both student learning and self-monitoring abilities. We explore this hypothesis using data from an experiment with a wizarded spoken tutorial dialogue system, where tutor responses to uncertain and/or incorrect student answers were manipulated. Our results suggest that monitoring and responding to student uncertainty has the potential to improve both cognitive and metacognitive student abilities. Copyright © 2009, Association for the Advancement of Artificial Intelligence. All rights reserved.
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