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TitleEmotion and Cause [electronic resource] : Linguistic Theory and Computational Implementation / by Sophia Yat Mei Lee
ImprintSingapore : Springer Singapore : Imprint: Springer, 2019
Edition 1st ed. 2019
Connect tohttps://doi.org/10.1007/978-981-10-6194-3
Descript XII, 151 p. 85 illus., 6 illus. in color. online resource

SUMMARY

This work argues that cause events, being the most tangible component of emotion, provide a rich dimension of how emotions should be classified. While it is often claimed that emotional concepts cannot be defined, this work views emotion as a response triggered by actual or perceived events, specifically focusing on the interaction between five primary emotions (Happiness, Sadness, Fear, Anger, and Surprise) and cause events. Cause events are examined in terms of two dimensions, namely transitivity and epistemicity. By incorporating the semantic and syntactic information of emotion cause events, this representation of emotion not only provides deep linguistic criteria of emotion cause events, but also offers an event-based approach to emotion classification. A text-driven, rule-based system for detecting the causes of emotion is then developed to establish the validity of the proposed linguistic model for emotion detection and classification. The system shows promising results


CONTENT

Abstract -- Acknowledgements -- Table of Contents -- List of Figures -- List of Tables -- Introduction -- Theoretical Framework and Methodology -- Emotion Cause Representation and Transitivity -- Epistemic Markup of Emotion Causes -- A Linguistic Model of Emotion -- Emotion Cause Detection -- Conclusion and Future Research -- Appendix


Language and languages Applied linguistics Grammar Comparative and general Semantics Language Education. http://scigraph.springernature.com/things/product-market-codes/O23000 Applied Linguistics. http://scigraph.springernature.com/things/product-market-codes/N13000 Syntax. http://scigraph.springernature.com/things/product-market-codes/N45000 Semantics. http://scigraph.springernature.com/things/product-market-codes/N39000



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