Dialogue act pairs for automated analysis of typed-chat group problem-solving

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Abstract

This study counts pairs of successive problem-solving dialogue acts in typed-chat student group problem-solving. In ordinary two-person dialogue a pair of successive turns frequently corresponds to an exchange. It is hypothesized that by characterizing and counting dialogue exchanges, it will be possible to evaluate the productivity of the problem-solving dialogue. However these small-group dialogues contain more than two participants, and participants can type-chat simultaneously in overlapping dialogue exchanges. Successive turns in the linearized transcript do not necessarily correspond to two-person dialogue exchanges. This work reports on whether counting such pairs is likely to reveal dialogue behavior.

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APA

Bui, D., Kim, J. H., & Glass, M. (2020). Dialogue act pairs for automated analysis of typed-chat group problem-solving. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12149 LNCS, pp. 378–381). Springer. https://doi.org/10.1007/978-3-030-49663-0_45

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