Evaluating the Validity of Simplified Chinese Version of LIWC in Detecting Psychological Expressions in Short Texts on Social Network Services
文献类型：期刊论文
| 作者 | Zhao, Nan1 ; Jiao, Dongdong2; Bai, Shuotian3; Zhu, Tingshao1
|
| 刊名 | PLOS ONE
 |
| 出版日期 | 2016-06-20 |
| 卷号 | 11期号:6页码:1-15 |
| ISSN号 | 1932-6203 |
| 英文摘要 | The increasing need of automated analyzing web texts especially the short texts on Social Network Services (SNS) brings new demands of computerized text analysis instruments. The psychometric properties are the basis of the extensive use of these instruments such as the Linguistic Inquiry and Word Count (LIWC). For this study, Sina Weibo statuses were analyzed via rater coding and Simplified Chinese version of LIWC (SCLIWC), in order to evaluate the validity of SCLIWC in detecting psychological expressions in Weibo statuses (n = 60) and in identifying the psychological meaning of a single Weibo status (n = 11). Significant correlations between human ratings and SCLIWC scores and the high sensitivities of capturing single statuses with certain expressions identified by raters, proved the validity of SCLIWC in detecting psychological expressions. The results also suggested that, the efficiency of SCLIWC in detecting psychological expressions of SNS short texts could be higher if using status count scoring method, rather than the word count method as the common usage of LIWC. However, SCLIWC may not perform well in identifying the psychological meaning of a single piece of SNS short text because of its over-identification of target expressions. This study provided primary evidence of validity of SCLIWC, as well as the proper way of using it efficiently on SNS short texts. |
| WOS标题词 | Science & Technology |
| 类目[WOS] | Multidisciplinary Sciences |
| 研究领域[WOS] | Science & Technology - Other Topics |
| 关键词[WOS] | LANGUAGE USE ; WORDS |
| 收录类别 | SCI ; SSCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000378212000057 |
| 源URL | [http://ir.psych.ac.cn/handle/311026/20025]  |
| 专题 | 心理研究所_中国科学院行为科学重点实验室 |
| 作者单位 | 1.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing 100101, Peoples R China 2.Natl Comp Syst Engn Res Inst China, Beijing, Peoples R China 3.Hubei Univ Econ, Sch Informat Engn, Wuhan, Hubei, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhao, Nan,Jiao, Dongdong,Bai, Shuotian,et al. Evaluating the Validity of Simplified Chinese Version of LIWC in Detecting Psychological Expressions in Short Texts on Social Network Services[J]. PLOS ONE,2016,11(6):1-15. |
| APA | Zhao, Nan,Jiao, Dongdong,Bai, Shuotian,&Zhu, Tingshao.(2016).Evaluating the Validity of Simplified Chinese Version of LIWC in Detecting Psychological Expressions in Short Texts on Social Network Services.PLOS ONE,11(6),1-15. |
| MLA | Zhao, Nan,et al."Evaluating the Validity of Simplified Chinese Version of LIWC in Detecting Psychological Expressions in Short Texts on Social Network Services".PLOS ONE 11.6(2016):1-15. |
入库方式： OAI收割
来源：心理研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。