政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/133010

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 113656/144643 (79%)
Visitors : 51716315 Online Users : 630

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大機構典藏 > 外國語文學院 > 語言學研究所 > 會議論文 > Item 140.119/133010

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/133010

Title:	Causing Emotion in Collocation:An Exploratory Data Analysis
Authors:	張瑜芸 Chang, Yu-Yun Lu, Pei-Yu Hsieh, Shu-Kai
Contributors:	語言所
Keywords:	sentiment analysis;emotion word;collocation
Date:	2013-01
Issue Date:	2020-12-17 09:02:57 (UTC+8)
Abstract:	This paper aims to seek approaches in investigating the relationships within emotion words under linguistic aspect, rather than figuring out new algorithms or so in processing emotion detection. It is noted that emotion words could be categorized into two groups: emotion-inducing words and emotion-describing words, and emotion-inducing words would be able to trigger emotions expressed via emotion-describing words. Hence, this paper takes the social network Plurk, the emotion words are from the study on Standard Stimuli and Normative Responses of Emotions (SSNRE) in Taiwan and the National Taiwan University Sentiment Dictionary (NTUSD) as corpus, combining with Principle Component Analysis (PCA) and followed collocation approach, in order to make a preliminary exploration in observing the interactions between emotion-inducing and emotion-describing words. From the results, it is found that though the retrieved Plurk posts containing emotion-inducing words, polarities of the induced emotion-describing words contained within the posts are not consistent. In addition, the polarities of posts would not only be influenced by emotion words, but negation words, modal words and certain content words within context.
Relation:	Proceedings of the 25th Conference on Computational Linguistics and Speech Processing, Association for Computational Linguistics and Chinese Language Processing, pp.236-249
Data Type:	conference
Appears in Collections:	[語言學研究所] 會議論文

Files in This Item:

File	Description	Size	Format
155.pdf		540Kb	Adobe PDF2	303	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...