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http://hdl.handle.net/10397/94859
| Title: | Figurative language in emotion expressions | Authors: | Lee, SYM | Issue Date: | 2018 | Source: | Lecture notes in computer science (including subseries Lecture notes in artificial intelligence and lecture notes in bioinformatics), 2018, v. 10709, p. 408-419 | Abstract: | This paper examines the use of figurative language in expressing emotions in social media. Based on the analysis of 300 posts from Weibo.com, we argue that there is a close interaction between figurative language and emotion. It is found that 27% of the posts contain figurative devices such as metaphor, simile, rhetorical questions, and irony. Among the five basic emotions, the emotion of anger has the greatest tendency to be expressed via the figurative devices, followed by sadness, fear, surprise, and happiness. In addition, the data shows that rhetorical questions are the most frequently used figurative device for evoking negative emotions, i.e. anger and sadness. We believe that the linguistic account of figurative language in emotion expressions will significantly enhance the effectiveness of the existing automatic emotion classification systems. | Keywords: | Emotion Expression Figurative Language Social Media |
Publisher: | Springer | Journal: | Lecture notes in computer science (including subseries Lecture notes in artificial intelligence and lecture notes in bioinformatics) | ISSN: | 0302-9743 | EISSN: | 1611-3349 | DOI: | 10.1007/978-3-319-73573-3_37 | Description: | Chinese Lexical Semantics : 18th Workshop, CLSW 2017, Leshan, China, May 18-20, 2017 | Rights: | © Springer International Publishing AG 2018 This version of the contribution has been accepted for publication, after peer review (when applicable) but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/978-3-319-73573-3_37. Use of this Accepted Version is subject to the publisher’s Accepted Manuscript terms of use https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms. |
| Appears in Collections: | Conference Paper |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| Figurative_Emotion_Expressions.pdf | Pre-Published version | 1.02 MB | Adobe PDF | View/Open |
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