TY - BOOK AU - Fox, S. PY - 2011 DA - 2011// TI - Peer-to-peer Health Care PB - PewResearchCentre CY - Washington ID - Fox2011 ER - TY - BOOK AU - Fox, S. AU - Duggan, M. PY - 2013 DA - 2013// TI - Health Online 2013 PB - PewResearchCentre CY - Washington ID - Fox2013 ER - TY - BOOK AU - Fox, S. AU - Jones, S. PY - 2009 DA - 2009// TI - The social life of health information PB - PewResearchCenter CY - Washington ID - Fox2009 ER - TY - JOUR AU - Eysenbach, G. AU - Powell, J. AU - Englesakis, M. AU - Rizo, C. AU - Stern, A. PY - 2004 DA - 2004// TI - Health related virtual communities and electronic support groups: systematic review of the effects of online peer to peer interactions JO - Br Med J VL - 328 UR - https://doi.org/10.1136/bmj.328.7449.1166 DO - 10.1136/bmj.328.7449.1166 ID - Eysenbach2004 ER - TY - JOUR AU - Griffiths, K. M. AU - Calear, A. L. AU - Banfield, M. PY - 2009 DA - 2009// TI - Systematic Review on Internet Support Groups (ISGs) and Depression (1): Do ISGs Reduce Depressive Symptoms? JO - J Med Internet Res VL - 11 UR - https://doi.org/10.2196/jmir.1270 DO - 10.2196/jmir.1270 ID - Griffiths2009 ER - TY - STD TI - Griffiths KM, Mackinnon AJ, Crisp DA, Christensen H, Bennett K, Farrer L. The Effectiveness of an Online Support Group for Members of the Community with Depression: A Randomised Controlled Trial. PLoS One. 2012;7(12):e53244. ID - ref6 ER - TY - JOUR AU - Barak, A. AU - Boniel-Nissim, M. AU - Suler, J. PY - 2008 DA - 2008// TI - Fostering empowerment in online support groups JO - Comput Hum Behav VL - 24 UR - https://doi.org/10.1016/j.chb.2008.02.004 DO - 10.1016/j.chb.2008.02.004 ID - Barak2008 ER - TY - STD TI - Brouwer W, Kroeze W, Crutzen R, de Nooijer J, de Vries N, Brug J, et al. Which Intervention Characteristics are Related to More Exposure to Internet-Delivered Healthy Lifestyle Promotion Interventions? A Systematic Review. J Med Internet Res. 2011;13(1):e2. ID - ref8 ER - TY - JOUR AU - Crisp, D. A. AU - Griffiths, K. M. AU - Mackinnon, A. J. AU - Bennett, K. AU - Christensen, H. PY - 2014 DA - 2014// TI - An online intervention for reducing depressive symptoms: Secondary benefits for self-esteem, empowerment and quality of life JO - Psychiatry Res VL - 216 UR - https://doi.org/10.1016/j.psychres.2014.01.041 DO - 10.1016/j.psychres.2014.01.041 ID - Crisp2014 ER - TY - STD TI - Griffiths KM, Calear AL, Banfield M, Tam A. Systematic Review on Internet Support Groups (ISGs) and Depression (2): What Is Known About Depression ISGs? J Med Internet Res. 2009;11(3):e41. ID - ref10 ER - TY - JOUR AU - Young, C. PY - 2013 DA - 2013// TI - Community management that works: how to build and sustain a thriving online health community JO - J Med Internet Res VL - 15 UR - https://doi.org/10.2196/jmir.2501 DO - 10.2196/jmir.2501 ID - Young2013 ER - TY - JOUR AU - Carron-Arthur, B. AU - Cunningham, J. A. AU - Griffiths, K. M. PY - 2014 DA - 2014// TI - Describing the distribution of engagement in an Internet support group by post frequency: A comparison of the 90-9-1 Principle and Zipf’s Law JO - Internet Interventions VL - 1 UR - https://doi.org/10.1016/j.invent.2014.09.003 DO - 10.1016/j.invent.2014.09.003 ID - Carron-Arthur2014 ER - TY - STD TI - Carron-Arthur B, Reynolds J, Bennett K, Bennett A, Cunningham JA, Griffiths KM. Community structure of a mental health Internet support group: modularity of user thread thread participation. JMIR Ment Health. 2016;3(2):e20. ID - ref13 ER - TY - JOUR AU - Nimrod, G. PY - 2012 DA - 2012// TI - The membership life cycle in online support groups JO - Int J Commun VL - 6 ID - Nimrod2012 ER - TY - JOUR AU - Salem, D. AU - Bogat, G. AU - Reid, C. PY - 1997 DA - 1997// TI - Mutual help goes on-line JO - J Community Psychol VL - 25 UR - https://doi.org/3.0.CO;2-T DO - 3.0.CO;2-T ID - Salem1997 ER - TY - STD TI - Carron-Arthur B, Ali K, Cunningham JA, Griffiths KM. From Help-Seekers to Influential Users: A Systematic Review of Participation Styles in Online Health Communities. J Med Internet Res. 2015;17(12):e271. ID - ref16 ER - TY - JOUR AU - Mierlo, T. PY - 2014 DA - 2014// TI - The 1% rule in four digital health social networks: an observational study JO - J Med Internet Res VL - 16 UR - https://doi.org/10.2196/jmir.2966 DO - 10.2196/jmir.2966 ID - Mierlo2014 ER - TY - JOUR AU - Mierlo, T. AU - Voci, S. AU - Lee, S. AU - Fournier, R. AU - Selby, P. PY - 2012 DA - 2012// TI - Superusers in social networks for smoking cessation: analysis of demographic characteristics and posting behavior from the Canadian Cancer Society’s smokers' helpline online and StopSmokingCenter.net JO - J Med Internet Res VL - 14 UR - https://doi.org/10.2196/jmir.1854 DO - 10.2196/jmir.1854 ID - Mierlo2012 ER - TY - JOUR AU - Preece, J. PY - 2001 DA - 2001// TI - Sociability and usability in online communities: determining and measuring success JO - Behav Inf Technol VL - 20 UR - https://doi.org/10.1080/01449290110084683 DO - 10.1080/01449290110084683 ID - Preece2001 ER - TY - CHAP AU - Cutrona, S. C. AU - Suhr, J. AU - MacFarlane, R. ED - Duck, S. ED - Silver, R. PY - 1990 DA - 1990// TI - Interpersonal transactions and the psychological sense of support BT - Personal Relationship and Social Support PB - Sage CY - London ID - Cutrona1990 ER - TY - JOUR AU - Cohen, S. AU - Wills, T. A. PY - 1985 DA - 1985// TI - Stress, social support, and the buffering hypothesis JO - Psychol Bull VL - 98 UR - https://doi.org/10.1037/0033-2909.98.2.310 DO - 10.1037/0033-2909.98.2.310 ID - Cohen1985 ER - TY - JOUR AU - Roberts, L. J. AU - Luke, D. A. AU - Rappaport, J. AU - Seidman, E. AU - Toro, P. A. AU - Reischl, T. M. PY - 1991 DA - 1991// TI - Charting uncharted terrain: a behavioral observation system for mutual help groups JO - Am J Community Psychol VL - 19 UR - https://doi.org/10.1007/BF00938041 DO - 10.1007/BF00938041 ID - Roberts1991 ER - TY - JOUR AU - Blei, D. M. AU - Ng, A. Y. AU - Jordan, M. I. PY - 2003 DA - 2003// TI - Latent Dirichlet Allocation JO - J Mach Learn Res VL - 3 ID - Blei2003 ER - TY - JOUR AU - Nguyen, T. AU - Phung, D. AU - Dao, B. AU - Venkatesh, S. AU - Berk, M. PY - 2014 DA - 2014// TI - Affective and Content Analysis of Online Depression Communities JO - Affect Comput IEEE Trans VL - 5 UR - https://doi.org/10.1109/TAFFC.2014.2315623 DO - 10.1109/TAFFC.2014.2315623 ID - Nguyen2014 ER - TY - CHAP AU - Dao, B. AU - Nguyen, T. AU - Phung, D. AU - Venkatesh, S. ED - Benatallah, B. ED - Bestavros, A. ED - Manolopoulos, Y. ED - Vakali, A. ED - Zhang, Y. PY - 2014 DA - 2014// TI - Effect of Mood, Social Connectivity and Age in Online Depression Community via Topic and Linguistic Analysis BT - Web Information Systems Engineering – WISE 2014. Lecture Notes in Computer Science. 8786 PB - Springer International Publishing CY - Thessaloniki ID - Dao2014 ER - TY - BOOK AU - Mitchell, M. AU - Hollingshead, K. AU - Coppersmith, G. PY - 2015 DA - 2015// TI - Quantifying the Language of Schizophrenia in Social Media. Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality PB - Association for Computational Linguistics CY - Denver ID - Mitchell2015 ER - TY - BOOK AU - Schwartz, A. H. AU - Eichstaedt, J. AU - Kern, M. L. AU - Park, G. AU - Sap, M. AU - Stillwell, D. PY - 2014 DA - 2014// TI - Towards Assessing Changes in Degree of Depression through Facebook. Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality PB - Association for Computational Linguistics CY - Baltimore ID - Schwartz2014 ER - TY - STD TI - Zhang L, Huang X, Liu T, Li A, Chen Z, Zhu T. Using Linguistic Features to Estimate Suicide Probability of Chinese Microblog Users. In: Zu Q, Hu B, Gu N, Seng S, editors. Human Centered Computing. Lecture Notes in Computer Science. 8944. Switzerland: Springer International Publishing; 2015. p. 549–59. ID - ref28 ER - TY - BOOK AU - McCallum, A. PY - 2002 DA - 2002// TI - MALLET: A Machine Learning for Language Toolkit ID - McCallum2002 ER - TY - STD TI - Evans MS. A computational approach to qualitative analsyis in large textual datasets. PLoS One. 2014;9(2):e87908. ID - ref30 ER - TY - BOOK AU - Mimmo, D. AU - Wallach, H. M. AU - Talley, E. AU - Leenders, M. AU - McCallum, A. PY - 2011 DA - 2011// TI - Optimizing semantic coherence in topic models. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing PB - Association for Computational Linguistics CY - Edinburgh ID - Mimmo2011 ER - TY - CHAP AU - AlSumait, L. AU - Barbara, D. AU - Gentle, J. AU - Domenico, C. ED - Buntine, W. ED - Grobelnik, M. ED - Mladenic, D. ED - Shawe-Taylor, J. PY - 2009 DA - 2009// TI - Topic significance ranking of lda generative models BT - Machine Learning and Knowledge Discovery in Databases PB - Springer CY - Berlin UR - https://doi.org/10.1007/978-3-642-04180-8_22 DO - 10.1007/978-3-642-04180-8_22 ID - AlSumait2009 ER - TY - STD TI - Holt-Lunstad J, Uchino BN. Social Support and Health. In: Glanz K, Rimer BK, Viswanath K, editors. Health Behavior: Theory, Research, and Practice. San Francisco: John Wiley and Sons; 2015 ID - ref33 ER - TY - JOUR AU - Jacobson, N. AU - Greenley, D. PY - 2001 DA - 2001// TI - What Is Recovery? A Conceptual Model and Explication JO - Psychiatr Serv VL - 52 UR - https://doi.org/10.1176/appi.ps.52.4.482 DO - 10.1176/appi.ps.52.4.482 ID - Jacobson2001 ER - TY - STD TI - Barney LJ, Griffiths KM, Banfield M. Explicit and implicit information needs of people with depression: a qualitative investigation of problems reported on an online depression support forum. BMC Psychiatry. 2011;11(88). ID - ref35 ER - TY - STD TI - Griffiths KM, Reynolds J, Vassallo S. An Online, Moderated Peer-to-Peer Support Bulletin Board for Depression: User-Perceived Advantages and Disadvantages. JMIR Mental Health. 2015;2(2):e14. ID - ref36 ER - TY - STD TI - Liu B. Sentiment Analysis and Subjectivity. In: Indurkhya N, Damerau FJ, editors. Handbook of Natural Language Processing. Boca Raton: Taylor and Francis; 2010 ID - ref37 ER - TY - STD TI - Wang X, Zuo Z, Zhao K. The Evolution of User Roles in Online Health Communities – A Social Support Perspective. Pacific Asia Conference on Information Systems; 2015; Singapore. ID - ref38 ER - TY - STD TI - Wang C, Kraut R, Levine J. Eliciting and Receiving Online Support: Using Computer-Aided Content Analysis to Examine the Dynamics of Online Social Support. J Med Internet Res. 2015;17(4):e99. ID - ref39 ER - TY - STD TI - Wang X, Zhao K, Street N. Social Support and User Engagement in Online Health Communities. In: Zheng X, Zeng D, Chen H, Zhang Y, Xing C, Neill D, editors. Smart Health. Lecture Notes in Computer Science. 8549: Beijing: Springer International Publishing; 2014. p. 97–110. ID - ref40 ER -