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Volumn 8944, Issue , 2015, Pages 549-559

Using linguistic features to estimate suicide probability of Chinese microblog users

Author keywords

Linguistic features; LIWC; Microblog; Suicidal ideation; Topic model

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL LINGUISTICS; FORECASTING; LEARNING ALGORITHMS; LEARNING SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; PROBABILITY; SOCIAL NETWORKING (ONLINE); STATISTICS;

EID: 84924425549     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-15554-8_45     Document Type: Conference Paper
Times cited : (64)

References (23)
  • 1
    • 84929407774 scopus 로고    scopus 로고
    • Predicting personality with social behavior: A comparative study
    • Adalı, S., Golbeck, J.: Predicting personality with social behavior: a comparative study. Social Network Analysis and Mining 4(1), 1–20 (2014)
    • (2014) Social Network Analysis and Mining , vol.4 , Issue.1 , pp. 1-20
    • Adalı, S.1    Golbeck, J.2
  • 2
    • 84868332136 scopus 로고    scopus 로고
    • Determining Personality Traits from Renren Status Usage Behavior
    • In: Hu, S.-M., Martin, R.R. (eds.), Springer, Heidelberg
    • Bai, S., Gao, R., Zhu, T.: Determining Personality Traits from Renren Status Usage Behavior. In: Hu, S.-M., Martin, R.R. (eds.) CVM 2012. LNCS, vol. 7633, pp. 226–233. Springer, Heidelberg (2012)
    • (2012) CVM 2012. LNCS , vol.7633 , pp. 226-233
    • Bai, S.1    Gao, R.2    Zhu, T.3
  • 4
    • 0141607824 scopus 로고    scopus 로고
    • Latent dirichlet allocation
    • Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993–1022 (2003). http://dl.acm.org/citation.cfm?id=944919.944937
    • (2003) J. Mach. Learn. Res , vol.3 , pp. 993-1022
    • Blei, D.M.1    Ng, A.Y.2    Jordan, M.I.3
  • 6
    • 0004166760 scopus 로고
    • Suicide probability scale. Western Psychological Services, Los Angeles, CA. The Suicide Probability Scale is a proprietary instrument published by Western
    • Cull, J., Gill, W.: Suicide probability scale. Western Psychological Services, Los Angeles, CA. The Suicide Probability Scale is a proprietary instrument published by Western. Psychological Services 12031, 1997–2005 (1982)
    • (1982) Psychological Services , vol.12031 , pp. 1997-2005
    • Cull, J.1    Gill, W.2
  • 7
    • 84892942731 scopus 로고    scopus 로고
    • Developing Simplified Chinese Psychological Linguistic Analysis Dictionary for Microblog
    • In: Imamura, K., Usui, S., Shirao, T., Kasamatsu, T., Schwabe, L., Zhong, N. (eds.), Heidelberg
    • Gao, R., Hao, B., Li, H., Gao, Y., Zhu, T.: Developing Simplified Chinese Psychological Linguistic Analysis Dictionary for Microblog. In: Imamura, K., Usui, S., Shirao, T., Kasamatsu, T., Schwabe, L., Zhong, N. (eds.) BHI 2013. LNCS, vol. 8211, pp. 359–368. Springer, Heidelberg (2013)
    • (2013) BHI 2013. LNCS , vol.8211 , Issue.Springer , pp. 359-368
    • Gao, R.1    Hao, B.2    Li, H.3    Gao, Y.4    Zhu, T.5
  • 9
    • 84884493238 scopus 로고    scopus 로고
    • A method for computing political preference among twitter followers
    • Special Issue on Political Networks
    • Golbeck, J., Hansen, D.: A method for computing political preference among twitter followers. Social Networks 36, 177–184 (2014). http://www.sciencedirect.com/science/article/pii/S0378873313000683. Special Issue on Political Networks
    • (2014) Social Networks , vol.36 , pp. 177-184
    • Golbeck, J.1    Hansen, D.2
  • 14
    • 84876061994 scopus 로고    scopus 로고
    • Private traits and attributes are predictable from digital records of human behavior
    • Kosinski, M., Stillwell, D., Graepel, T.: Private traits and attributes are predictable from digital records of human behavior. Proceedings of the National Academy of Sciences 110(15), 5802–5805 (2013). http://www.pnas.org/content/110/15/5802.abstract
    • (2013) Proceedings of the National Academy of Sciences , vol.110 , Issue.15 , pp. 5802-5805
    • Kosinski, M.1    Stillwell, D.2    Graepel, T.3
  • 17
    • 84924360528 scopus 로고    scopus 로고
    • Using topic modeling to improve prediction of neuroticism and depression in college students
    • Association for Computational Linguistics, Seattle, Washington, USA, October
    • Resnik, P., Garron, A., Resnik, R.: Using topic modeling to improve prediction of neuroticism and depression in college students. In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pp. 1348–1353. Association for Computational Linguistics, Seattle, Washington, USA, October 2013. http://www.aclweb.org/anthology/D13-1133
    • (2013) Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing , pp. 1348-1353
    • Resnik, P.1    Garron, A.2    Resnik, R.3
  • 20
    • 67651208458 scopus 로고    scopus 로고
    • Connecting the invisible dots: Reaching lesbian, gay, and bisexual adolescents and young adults at risk for suicide through online social networks
    • Silenzio, V., Duberstein, P.R., Tang, W., Lu, N., Tu, X., Homan, C.M.: Connecting the invisible dots: Reaching lesbian, gay, and bisexual adolescents and young adults at risk for suicide through online social networks. Social Science & Medicine 69(3), 469–474 (2009)
    • (2009) Social Science & Medicine , vol.69 , Issue.3 , pp. 469-474
    • Silenzio, V.1    Duberstein, P.R.2    Tang, W.3    Lu, N.4    Tu, X.5    Homan, C.M.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.