Literary intelligence analysis of novel protagonists' personality traits and development
文献类型：期刊论文
| 作者 | Liu, Mingming1,2; Wu, Yufeng1,3,4; Jiao, Dongdong1; Wu, Michael Shengtao1,3; Zhu, Tingshao1
|
| 刊名 | DIGITAL SCHOLARSHIP IN THE HUMANITIES
 |
| 出版日期 | 2019-04-01 |
| 卷号 | 34期号:1页码:221-229 |
| ISSN号 | 2055-7671 |
| DOI | 10.1093/llc/fqy020 |
| 通讯作者 | Zhu, Tingshao(tszhu@psych.ac.cn) |
| 英文摘要 | 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. |
| WOS关键词 | LIFE EVENTS ; STABILITY ; ROAD |
| WOS研究方向 | Arts & Humanities - Other Topics ; Linguistics |
| 语种 | 英语 |
| WOS记录号 | WOS:000481421200016 |
| 出版者 | OXFORD UNIV PRESS |
| 源URL | [http://ir.psych.ac.cn/handle/311026/29888]  |
| 专题 | 心理研究所_社会与工程心理学研究室 |
| 通讯作者 | Zhu, Tingshao |
| 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. |
入库方式： OAI收割
来源：心理研究所
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