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Literary intelligence analysis of novel protagonists' personality traits and development
Liu, Mingming1,2; Wu, Yufeng1,3,4; Jiao, Dongdong1; Wu, Michael Shengtao1,3; Zhu, Tingshao1
第一作者Liu, Mingming ; Wu, Yufeng
通讯作者邮箱tszhu@psych.ac.cn
心理所单位排序1
摘要

Digital technology is drawing more and more research attention in many areas of humanities because of its advantages in objectivity and automation. This work was an attempt to analyze two protagonists' personality traits and development, through their dialogues in a Chinese novel Ordinary World. We used language technology LTP, a Simplified Chinese segmentation software, to segment dialogues. Then, on the basis of eighty-eight LIWC (Linguistic Inquiry and Word Count) features, personality predictive models were recruited to calculate the Big Five personality. We obtained two sets of predicted Big Five personality scores through dialogues in general and those before versus after the protagonist's life events (high-school graduation and marriage). As expected, the two protagonists' (Shaoping Sun and Shaoan Sun) Big Five personality traits were coincided with the portraits in the novel, and the two protagonists showed observable personality development after their life events, which was consistent with previous studies on personality change. This work demonstrates the applicability and validity of literary intelligence analysis in humanistic texts, suggesting a reliable approach to analyze novel protagonists' personality in an objective manner.

2019-04-01
DOI10.1093/llc/fqy020
发表期刊DIGITAL SCHOLARSHIP IN THE HUMANITIES (IF:0.800[JCR-2022],0.900[5-Year])
ISSN2055-7671
卷号34期号:1页码:221-229
URL查看原文
收录类别SCI
出版者OXFORD UNIV PRESS
WOS关键词LIFE EVENTS ; STABILITY ; ROAD
WOS研究方向Arts & Humanities - Other Topics ; Linguistics
WOS类目Humanities, Multidisciplinary ; Linguistics
WOS记录号WOS:000481421200016
WOS分区Q3
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://ir.psych.ac.cn/handle/311026/48269
专题社会与工程心理学研究室
作者单位1.Chinese Acad Sci, Inst Psychol, 16 Rd LincuiDong, Beijing 100101, Peoples R China;
2.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China;
3.Xiamen Univ, Inst Commun, Xiamen, Fujian, Peoples R China;
4.Xiamen Univ, Coll Humanities, Xiamen, Fujian, Peoples R China
推荐引用方式
GB/T 7714
Liu, Mingming,Wu, Yufeng,Jiao, Dongdong,et al. Literary intelligence analysis of novel protagonists' personality traits and development[J]. DIGITAL SCHOLARSHIP IN THE HUMANITIES,2019,34(1):221-229.
APA Liu, Mingming,Wu, Yufeng,Jiao, Dongdong,Wu, Michael Shengtao,&Zhu, Tingshao.(2019).Literary intelligence analysis of novel protagonists' personality traits and development.DIGITAL SCHOLARSHIP IN THE HUMANITIES,34(1),221-229.
MLA Liu, Mingming,et al."Literary intelligence analysis of novel protagonists' personality traits and development".DIGITAL SCHOLARSHIP IN THE HUMANITIES 34.1(2019):221-229.
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