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The personality analysis of characters in vernacular novels by SC-LIWC
Yuan, Yahui1; Li, Baobin1; Jiao, Dongdong2; Zhu, Tingshao2
第一作者Yuan, Yahui
2018
会议名称3rd International Conference on Human Centered Computing, HCC 2017
通讯作者邮箱libb@ucas.ac.cn
会议录名称Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷号10745 LNCS
页码400-409
会议日期August 7, 2017 - August 9, 2017
会议地点Kazan, Russia
会议举办国Russia
出版者Springer Verlag
产权排序2
摘要There 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.
学科领域Behavioral Research
DOI10.1007/978-3-319-74521-3_43
ISBN号0302-9743
收录类别EI
语种英语
EI主题词Artificial intelligence - Computer science - Computers
引用统计
文献类型会议论文
条目标识符http://ir.psych.ac.cn/handle/311026/27739
专题社会与工程心理学研究室
通讯作者Li, Baobin
作者单位1.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
推荐引用方式
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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