Predicting mental health status on social media a preliminary study on microblog

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8024 LNCS, Issue PART 2, 2013, Pages 101-110

  Hao, Bibo ^a   Li, Lin ^a   Li, Ang ^a   Zhu, Tingshao ^a  

^a INSTITUTE OF PSYCHOLOGY   (China)

Author keywords

automation; mental health; microblog; prediction

Indexed keywords

AUTOMATION; CLASSIFICATION (OF INFORMATION); FORECASTING; HEALTH; MACHINE LEARNING; SOCIAL NETWORKING (ONLINE); SURVEYS;

CLASSIFICATION MODELS; MACHINE LEARNING APPROACHES; MENTAL HEALTH; MICRO-BLOG; PREDICTING MODELS; SERVICE PROVIDER; SOCIAL MEDIA DATUM; USER-GENERATED CONTENT;

LEARNING ALGORITHMS;

EID: 84880747175     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-39137-8_12     Document Type: Conference Paper

References (14)

1. Meltzer, H., Rebecca, G., Robert, G., Tamsin, F.: Mental health of children and adolescents in Great Britain. International Review of Psychiatry 15(1-2), 185-187 (2003)
2. Xinhua News: Sina Weibo's registered user reached 300 millions (2012), http://news.xinhuanet.com/tech/2012-02/29/c-122769084.htm
3. Francois, M., Marilyn, W., Matthias, M., Roger, M.: Using Linguistic Cues for the Automatic Recognition of Personality in Conversation and Text. Journal of Artificial Intelligence Research 30, 457-500 (2007)
4. Jennifer, G., Cristina, R., Karen, T.: Predicting Personality with Social Media. In: Proceedings of the 2011 Annual Conference Extended Abstracts on Human Factors in Computing Systems, ACM (2011)
5. Yoram, B., Michal, K., Thore, G., Pushmeet, K., David, S.: Personality and Patterns of Facebook Usage. WebSci 2012 (2012)
6. Daniele, Q., Michal, K., David, S., Jon, C.: Predicting Personality with Twitter. In: 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing (2011)
7. Fan, Z., Tingshao, Z., Ang, L., Yilin, L., Xingguo, X.: A survey of web behavior and mental health. In: 6th International Conference on Pervasive Computing and Applications (ICPCA 2011), pp. 189-195. IEEE (2011)
8. Dong, N., Yue, N., Tingshao, Z.: Predicting Mental Health Status in the Context of Web Browsing. Web Intelligence 2012 (2012)
9. Michael, C., Xuan, W., Yinqi, H., Rui, X., Tian, J.: Microblogging, Online Expression, and Political Efficacy Among Young Chinese Citizens: The Moderating Role of Information and Entertainment Needs in the Use of Weibo. Cyberpsychology, Behavior, and Social Networking 15(7), 345-349 (2012)
10. Derogatis, L.R., Savitz, K.L.: The SCL-90-R and the Brief Symptom Inventory (BSI) in Primary Care. In: Lawrence Erlbaum Associates (2000)
11. Huaping, Z.: ICTCLAS, Chinese Lexical Analysis System (2013), http://ictclas.nlpir.org
12. Pennebaker, J.W., Cindy, K.C., Molly, I., Amy, G., Roger, J.B.: The Development and Psychometric Properties of LIWC 2007 (2007)
13. Chin-Lan, H., Cindy, K.C., Natalie, H., Yi-Cheng, L., Yi-Tai, S., Ben, C.P.L., Wei-Chuan, C., Michael, H.B., Pennebaker, J.W.: The Development of the Chinese Linguistic Inquiry and Word Count Dictionary. Chinese Journal of Psychology 54(2), 185-201 (2012)
14. Linhong, X., Hongfei, L., Yu, P., Hui, R., Jianmei, C.: Constructing the Affective Lexicon Ontology. Journal of the China Society for Scientific and Technical Information 27(2) (2008) of China