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research-article

Broadening the Scope of Affect Detection Research

Published: 01 January 2010 Publication History

Abstract

I propose to broaden the scope of affect detection research in three related directions. First, the task definition should be broadened from the detection of affects to the inference of mental states. Second, the detection process should be reconceptualized as an inference to the best explanation that makes essential use of a theory of mind. Third, additional data sources should be utilized to infer emotions: information about the situation (eliciting events), information about emotion-related goal-directed actions, and self-reports about emotions.

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  • (2019)Affective recommender systems in online news industryUser Modeling and User-Adapted Interaction10.1007/s11257-018-9213-x29:2(345-379)Online publication date: 25-May-2019

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Information & Contributors

Information

Published In

cover image IEEE Transactions on Affective Computing
IEEE Transactions on Affective Computing  Volume 1, Issue 1
January 2010
71 pages

Publisher

IEEE Computer Society Press

Washington, DC, United States

Publication History

Published: 01 January 2010

Author Tags

  1. Human-computer interaction
  2. Human-computer interaction, affective computing, affect detection, theory of mind, inference to the best explanation, emotion self-reports.
  3. affect detection
  4. affective computing
  5. emotion self-reports.
  6. inference to the best explanation
  7. theory of mind

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Cited By

View all
  • (2019)Affective recommender systems in online news industryUser Modeling and User-Adapted Interaction10.1007/s11257-018-9213-x29:2(345-379)Online publication date: 25-May-2019

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