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Exploring Affect-context Dependencies for Adaptive System Development

Forbes-Riley, Kate and Rotaru, Mihai and Litman, Diane J and Tetreault, Joel R (2007) Exploring Affect-context Dependencies for Adaptive System Development. In: NAACL '07 Human Language Technologies 2007, 22 April 2007 - 27 April 2007, Rochester, NY.

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We use X2 to investigate the context dependency of student affect in our computer tutoring dialogues, targeting uncertainty in student answers in 3 automatically monitorable contexts. Our results show significant dependencies between uncertain answers and specific contexts. Identification and analysis of these dependencies is our first step in developing an adaptive version of our dialogue system.


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Item Type: Conference or Workshop Item (Paper)
Status: Published
CreatorsEmailPitt UsernameORCID
Forbes-Riley, Kate
Rotaru, Mihai
Litman, Diane Jdlitman@pitt.eduDLITMAN
Tetreault, Joel R
Centers: University Centers > Learning Research and Development Center (LRDC)
Date: 2007
Date Type: Publication
Journal or Publication Title: Proceeding NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Publisher: Association for Computational Linguistics
Place of Publication: Stroudsburg, PA, USA
Page Range: 41 - 44
Event Title: NAACL '07 Human Language Technologies 2007
Event Dates: 22 April 2007 - 27 April 2007
Event Type: Conference
Schools and Programs: Dietrich School of Arts and Sciences > Computer Science
Dietrich School of Arts and Sciences > Intelligent Systems
Refereed: Yes
Official URL:
Date Deposited: 18 Dec 2014 16:02
Last Modified: 31 Jul 2020 19:08


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