| Document Type
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BL
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| Record Number
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889045
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| Main Entry
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Lee, Sophia Yat Mei.
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| Title & Author
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Emotion and cause : : linguistic theory and computational implementation /\ Sophia Yat Mei Lee.
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| Publication Statement
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Singapore :: Springer,, [2019]
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| Series Statement
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Studies in East Asian Linguistics
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| Page. NO
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1 online resource (153 pages) :: illustrations (some color)
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| ISBN
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9789811061943
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: 9811061947
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9789811061929
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9811061920
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Towards a linguistic theory of emotion and expression of emotion -- The linguistic expression of emotion and cause in the Chinese language -- Linguistic resources for study and emotion -- Linguistic expression of cause event I: transitivity -- Linguistic expression of cause event II: epistemicity -- A linguistic model for emotion expression -- Implementation and verification: automatic detection of emotion causes.
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| Abstract
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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.
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| Subject
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Computational linguistics.
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| Subject
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Emotive (Linguistics)
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Human-computer interaction.
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Language and emotions.
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Linguistic models-- Data processing.
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Paralinguistics.
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Psycholinguistics-- Data processing.
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Speech processing systems.
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| Subject
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Computational linguistics.
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| Subject
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Emotive (Linguistics)
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Human-computer interaction.
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Language and emotions.
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LANGUAGE ARTS DISCIPLINES-- Linguistics-- Historical Comparative.
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Linguistic models-- Data processing.
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| Subject
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Paralinguistics.
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| Subject
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Psycholinguistics-- Data processing.
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| Subject
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Speech processing systems.
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| Dewey Classification
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401.90285
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| LC Classification
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P37.5.D37L44 2018
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