A Pragma-Semantic Analysis of the Emotion/Sentiment Relation in Debates

Valerio Basile 1 Elena Cabrio 1 Serena Villata 1 Claude Frasson 2, 1, 3, * Fabien Gandon 1
* Auteur correspondant
1 WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics
CRISAM - Inria Sophia Antipolis - Méditerranée , SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
Abstract : In the last years, emotions recognition tools have become more and more popular, aiming at detecting the emotions of human actors while performing different intelligent tasks by means of headsets and facial emotions detection tools. In addition to this kind of technology , when participants interact with each others by means of tex-tual exchanges, sentiment analysis techniques, from the natural language processing research area, are exploited to detect the polarity of the exchanged messages. Investigating how these two connected components interacts and can support each other towards a better emotions and sentiment detection is a relevant but unexplored research challenge. In this paper, we start from a dataset of debate interactions annotated with the emotions of the involved participants, captured by means of EEG headsets and a facial emotions recognition tool, and the argumentative structures of the debates, and we compare this information to the polarity of the proposed textual arguments, retrieved through a sentiment analysis algorithm. A pragma-semantic analysis of the obtained results is provided, along with a discussion of the potential future work.
Type de document :
Communication dans un congrès
4th International Workshop on Artificial Intelligence and Cognition, Jul 2016, New York, United States. Proceedings of the 4th International Workshop on Artificial Intelligence and Cognition


https://hal.inria.fr/hal-01342438
Contributeur : Valerio Basile <>
Soumis le : mercredi 6 juillet 2016 - 09:22:18
Dernière modification le : mercredi 31 août 2016 - 13:47:45

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Valerio Basile, Elena Cabrio, Serena Villata, Claude Frasson, Fabien Gandon. A Pragma-Semantic Analysis of the Emotion/Sentiment Relation in Debates. 4th International Workshop on Artificial Intelligence and Cognition, Jul 2016, New York, United States. Proceedings of the 4th International Workshop on Artificial Intelligence and Cognition. <hal-01342438>

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