PSYCH OpenIR  > 社会与工程心理学研究室
Personality prediction for microblog users with active learning method
Liu XQ(刘晓倩)1; Dong Nie2; Shuotian Bai2; Bibo Hao2; Tingshao Zhu1; Zhu, Tingshao
2015
Conference Name1st International Conference on Human Centered Computing, HCC 2014
Correspondent Emailtszhu@psych.ac.cn
Conference DateNovember 27, 2014 - November 29, 2014
Conference PlacePhnom Penh, Cambodia
PublisherSpringer Verlag
Abstract

Personality research on social media is a hot topic recently due to the rapid development of social medias well as the central importance of personality in psychology, but it is hard to acquire adequate appropriate labeled samples. Our research aims to choose the right users to be labeled to improve the accuracy of predicting. a few labeled users, the task is to predict personality of other unlabeled users Given a set of Microblog users’ public information (e.g., number of followers) and. The active learning regression algorithm has been employed to establish predicting model in this paper, and the experimental results demonstrate our method can fairly well predict the personality of Microblog users. © Springer International Publishing Switzerland 2015.

KeywordActive learning Personality Online behavior
Subject Area认知心理学
DOI10.1007/978-3-319-15554-8_4
Indexed ByEI
Language英语
WOS IDWOS:000362506600004
Citation statistics
Document Type会议论文
Identifierhttp://ir.psych.ac.cn/handle/311026/20893
Collection社会与工程心理学研究室
Corresponding AuthorZhu, Tingshao
Affiliation1.Institute of Psychology, Chinese Academy of Sciences, Lincui Road No. 16, Chaoyang District, Beijing 100101, China
2.University of Chinese Academy of Sciences, Beijing, China
First Author AffilicationInstitute of Psychology, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Liu XQ,Dong Nie,Shuotian Bai,et al. Personality prediction for microblog users with active learning method[C]:Springer Verlag,2015.
Files in This Item:
File Name/Size DocType Version Access License
Personality predicti(554KB)会议论文 限制开放CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Liu XQ(刘晓倩)]'s Articles
[Dong Nie]'s Articles
[Shuotian Bai]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu XQ(刘晓倩)]'s Articles
[Dong Nie]'s Articles
[Shuotian Bai]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu XQ(刘晓倩)]'s Articles
[Dong Nie]'s Articles
[Shuotian Bai]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Personality prediction for microblog users with active learning method.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.