情感表达修饰语结构分析

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI:10.1109/APSIPA.2014.7041538

Liang-Chih Yu, K. R. Lai

{"title":"情感表达修饰语结构分析","authors":"Liang-Chih Yu, K. R. Lai","doi":"10.1109/APSIPA.2014.7041538","DOIUrl":null,"url":null,"abstract":"Dimensional emotion representation such as valence and arousal (VA) space has been an emerging way to represent emotions. In this representation, emotion words can be projected to the VA space according to their valence and arousal values. Sentence and document-level emotions can then be projected based on the emotion words within them. However, emotion expressions in sentences and documents usually contain various modifier structure such as negation (e.g., not happy), degree (very happy) and emotion compounds. Such modifier structure can provide more precise information for measuring VA values in both sentence and document-levels. In this study, we analyze various types of modifier structure for emotion expressions. In addition, we also investigate the effect of different types of modifier structure on measuring VA values for emotion expressions.","PeriodicalId":231382,"journal":{"name":"Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of modifier structure for emotion expressions\",\"authors\":\"Liang-Chih Yu, K. R. Lai\",\"doi\":\"10.1109/APSIPA.2014.7041538\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Dimensional emotion representation such as valence and arousal (VA) space has been an emerging way to represent emotions. In this representation, emotion words can be projected to the VA space according to their valence and arousal values. Sentence and document-level emotions can then be projected based on the emotion words within them. However, emotion expressions in sentences and documents usually contain various modifier structure such as negation (e.g., not happy), degree (very happy) and emotion compounds. Such modifier structure can provide more precise information for measuring VA values in both sentence and document-levels. In this study, we analyze various types of modifier structure for emotion expressions. In addition, we also investigate the effect of different types of modifier structure on measuring VA values for emotion expressions.\",\"PeriodicalId\":231382,\"journal\":{\"name\":\"Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/APSIPA.2014.7041538\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APSIPA.2014.7041538","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

情绪的维度表征，如效价和觉醒(VA)空间已成为一种新兴的情绪表征方式。在这种表示中，情绪词可以根据它们的效价和唤醒值投射到VA空间。句子和文档级的情感可以基于其中的情感词进行投射。然而，句子和文献中的情绪表达通常包含各种修饰语结构，如否定(如不高兴)、程度(如非常高兴)和情感复合词。这种修饰语结构可以为句子和文档级别的VA值测量提供更精确的信息。在本研究中，我们分析了不同类型的情感表达修饰语结构。此外，我们还研究了不同类型的修饰语结构对情绪表达VA值测量的影响。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Analysis of modifier structure for emotion expressions

Dimensional emotion representation such as valence and arousal (VA) space has been an emerging way to represent emotions. In this representation, emotion words can be projected to the VA space according to their valence and arousal values. Sentence and document-level emotions can then be projected based on the emotion words within them. However, emotion expressions in sentences and documents usually contain various modifier structure such as negation (e.g., not happy), degree (very happy) and emotion compounds. Such modifier structure can provide more precise information for measuring VA values in both sentence and document-levels. In this study, we analyze various types of modifier structure for emotion expressions. In addition, we also investigate the effect of different types of modifier structure on measuring VA values for emotion expressions.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific

自引率

0.00%

发文量