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The personality analysis of characters in vernacular novels by SC-LIWC
Yuan, Yahui1; Li, Baobin1; Jiao, Dongdong2; Zhu, Tingshao2
First AuthorYuan, Yahui
2018
Conference Name3rd International Conference on Human Centered Computing, HCC 2017
Correspondent Emaillibb@ucas.ac.cn
Source PublicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10745 LNCS
Pages400-409
Conference DateAugust 7, 2017 - August 9, 2017
Conference PlaceKazan, Russia
CountryRussia
PublisherSpringer Verlag
Contribution Rank2
AbstractThere are many researches on psychological text analysis, and it has been proved that the words people use can reflect their emotional states. In this paper, we introduce how to analyze the psychology of the characters in vernacular novels automatically. First, we process the dialogs with word segmentation, and analyze the segmented text with SC-LIWC. Then, a vector reflecting the psychology of the character is obtained and we map it to the big five. Finally, taking the dialogs of the Journey to the West as corpus, We have got the personalities of four main characters which are verified to be same as some famous comments of the Journey to the West, which shows that our work is effective. © Springer International Publishing AG 2018.
Subject AreaBehavioral Research
DOI10.1007/978-3-319-74521-3_43
ISBN0302-9743
Indexed ByEI
Language英语
EI KeywordsArtificial intelligence - Computer science - Computers
Citation statistics
Document Type会议论文
Identifierhttp://ir.psych.ac.cn/handle/311026/27739
Collection社会与工程心理学研究室
Corresponding AuthorLi, Baobin
Affiliation1.School of Computer and Control, University of Chinese Academy of Sciences, Beijing; 100190, China;
2.Institute of Psychology Chinese Academy of Sciences, Beijing; 100101, China
Recommended Citation
GB/T 7714
Yuan, Yahui,Li, Baobin,Jiao, Dongdong,et al. The personality analysis of characters in vernacular novels by SC-LIWC[C]:Springer Verlag,2018:400-409.
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