You too?! Mixed-initiative LDA story matching to help teens in distress

ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media

Volumn , Issue , 2012, Pages 74-81

  Dinakar, Karthik ^a   Jones, Birago ^a   Lieberman, Henry ^a   Picard, Rosalind ^a   Rose, Carolyn ^b   Thoman, Matthew ^c   Reichart, Roi ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c NORTHEASTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC DETECTION; CONVENTIONAL APPROACH; DOCUMENT CLASSIFICATION; EMOTIONAL SUPPORTS; INTERACTION STRATEGY; LATENT DIRICHLET ALLOCATION; MIXED-INITIATIVE; USER EVALUATIONS;

INFORMATION RETRIEVAL SYSTEMS; STATISTICS;

SOCIAL NETWORKING (ONLINE);

EID: 84890621447     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Andre Sourander, Anat Brunstein Klomek, Maria Ikonen, Jarna Lindroos, Terhi Luntamo, Merja Koskelainen, Terja Ristkari, and Hans Helenius Psychosocial Risk Factors Associated With Cyberbullying Among Adolescents: A Population-Based Study Arch Gen Psychiatry, Jul 2010; 67: 720-728.
2. Marwick, Alice E. and boyd, danah, The Drama! Teen Conflict, Gossip, and Bullying in Networked Publics (September 12, 2011). A Decade in Internet Time: Symposium on the Dynamics of the Internet and Society, September 2011.
3. Ang, R. P., & Goh, D. H. (2010). Cyberbullying among adolescents: The role of affective and cognitive empathy, and gender. Child Psychiatry and Human Development, 41(4), 387-397.
4. Patchin, J. W. & Hinduja, S. (2012). Cyberbullying Prevention and Response: Expert Perspectives. New York: Routledge (ISBN: 978-0415892377).
5. Dinakar, K.; Reichart, R.; Lieberman, H. Modeling the Detection of Textual Cyberbullying. International AAAI Conference on Weblogs and Social Media, North America, July. 2011.
6. Capen. W.H., Story Understanding in Genesis: Exploring Automatic Plot Construction through Commonsense Reasoning, Masters Thesis, MIT EECS 2011.
7. Janis Wolak, Kimberly J. Mitchell, David Finkelhor, Does Online Harassment Constitute Bullying? An Exploration of Online Harassment by Known Peers and Online-Only Contacts, Journal of Adolescent Health, Volume 41, Issue 6, Supplement, December 2007, Pages S51-S58, ISSN 1054-139X, 10.1016/j.jadohealth.2007.08.019.
8. Mark Steyvers, Tom Griffiths. Probabilistic Topic Models. In Landauer, T., Mcnamara, D., Dennis, S., Kintsch, W., Latent Semantic Analysis: A Road to Meaning. (2006).
9. Ian Porteous, David Newman, Alexander Ihler, Arthur Asuncion, Padhraic Smyth, and Max Welling. 2008. Fast collapsed gibbs sampling for latent dirichlet allocation. In Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '08). ACM, New York, NY, USA.
10. Schiffman, H. (1997). Diglossia as a sociolinguistic situation. In The Handbook of Sociolinguistics, F. Coulmas (ed.), 205-216. Oxford: Blackwell.
11. Wardhaugh, R., An Introduction to Sociolinguistics, Blackwell Textbooks in Linguistics, 2009.
12. Tiggemann, M., & Miller, J. (2010). The Internet and adolescent girls' weight satisfaction and drive for thinness. Sex Roles, 63, 79-90.