This paper reports work in progress to build a Learning Companion, a computerized system sensitive to the affective aspects of learning, which facilitates the child's own efforts at learning Learning related to science, math, engineering, and technology naturally involves failure and a host of associated affective responses. This article describes techniques and tools being developed to recognize affective states important in the interplay between emotions and learning.
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