| 書目名稱 | Emotion and Cause | | 副標題 | Linguistic Theory an | | 編輯 | Sophia Yat Mei Lee | | 視頻video | http://file.papertrans.cn/309/308635/308635.mp4 | | 概述 | An important and innovative contribution, combining linguistic knowledge and a computational approach.Provides a thorough literature review of emotion analysis in the fields of linguistics, psychology | | 叢書名稱 | Studies in East Asian Linguistics | | 圖書封面 |  | | 描述 | 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.. | | 出版日期 | Book 2019 | | 關(guān)鍵詞 | Linguistic Theory; Cause Event; Computational Approach; Emotion Analysis; Emotion Cause Detection and Cl | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-10-6194-3 | | isbn_ebook | 978-981-10-6194-3Series ISSN 2522-5103 Series E-ISSN 2522-5111 | | issn_series | 2522-5103 | | copyright | Springer Nature Singapore Pte Ltd. 2019 |
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