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A. Abbe , C. Grouin , P. Zweigenbaum , and B. Falissard
2015. Text mining applications in psychiatry: a systematic literature review. International Journal of Methods in Psychiatric Research
A. Aguilera , and R. F. Muñoz
2011. Text messaging as an adjunct to CBT in low-income populations: a usability and feasibility pilot study. Professional Psychology: Research and Practice
American College Health Association
2009. National college health assessment spring 2008 reference group data report. Journal of American College Health
R. Armstrong , B. J. Hall , J. Doyle , and E. Waters
2011. ‘Scoping the scope’ of a cochrane review. Journal of Public Health
2007. Emotional support and suicide prevention through the internet: a field project report. Computers in Human Behavior
A. Barak , and J. M. Grohol
2011. Current and future trends in internet-supported mental health interventions. Journal of Technology in Human Services
A. Barak , L. Hen , M. Boniel-Nissim , and N. Shapira
2008. A comprehensive review and a meta-analysis of the effectiveness of internet-based psychotherapeutic interventions. Journal of Technology in Human Services
A. Barak , and O. Miron
2005. Writing characteristics of suicidal people on the Internet: a psychological investigation of emerging social environments. Suicide and Life-Threatening Behavior
S. Bauer , R. Percevic , E. Okon , R. U. Meermann , and H. Kordy
2003. Use of text messaging in the aftercare of patients with bulimia nervosa. European Eating Disorders Review
D. Bental , and A. Cawsey
2002. Personalized and adaptive systems for medical consumer applications. Communications of the ACM
D. S. Bental , A. Cawsey , and R. Jones
1999. Patient information systems that tailor to the individual. Patient Education and Counseling
B. M. Bewick , K. Trusler , M. Barkham , A. J. Hill , J. Cahill , and B. Mulhern
2008. The effectiveness of web-based interventions designed to decrease alcohol consumption-a systematic review. Preventive Medicine
T. Bickmore , and A. Gruber
2010. Relational agents in clinical psychiatry. Harvard Review of Psychiatry
T. Bickmore , A. Gruber , and R. Picard
2005. Establishing the computer-patient working alliance in automated health behavior change interventions. Patient Education and Counseling
T. Bickmore , D. Schulman , and L. Yin
2010. Maintaining engagement in long-term interventions with relational agents. Applied Artificial Intelligence
T. W. Bickmore , and R. W. Picard
2005. Establishing and maintaining long-term human-computer relationships. ACM Transactions on Computer-Human Interaction (TOCHI)
K. Binstead , A. Cawsey , and R. Jones , 1995. Generating personalised information using the medical record. In Proceedings of Artificial Intelligence In Medicine, Berlin, New York, pp. 29–41.
2015. The synthetic therapist. Science
C. Brew , 2016. Classifying reachout posts with a radial basis function svm. In Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology, San Diego, CA, USA, pp. 138–142.
B. G. Buchanan , J. D. Moore , D. E. Forsythe , G. Carenini , S. Ohlsson , and G. Banks
1995. An intelligent interactive system for delivering individualized information to patients. Artificial Intelligence in Medicine
R. Calvo , and S. D’Mello
2010. Affect detection: an interdisciplinary review of models, methods, and their applications. IEEE Transactions on Affective Computing
R. A. Calvo , K. Dinakar , R. Picard , and P. Maes , 2016. Computing in mental health. In Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, Santa Clara, California, USA, pp. 3438–3445.
R. A. Calvo , and S. Kim
2013. Emotions in text: dimensional and categorical models. Computational Intelligence
R. A. Calvo , D. Peters , and S. D’Mello
2015. When technologies manipulate our emotions. Communications of the ACM
H. Christensen , P. Batterham , A. Mackinnon , K. M. Griffiths , K. K. Hehir , J. Kenardy , J. Gosling , and K. Bennett
2014. Prevention of generalized anxiety disorder using a web intervention, iChill: randomized controlled trial. Journal of Medical Internet Research
H. Christensen , K. M. Griffiths , and A. F. Jorm
2004. Delivering interventions for depression by using the internet: randomised controlled trial. BMJ
J. Coch , 1996. Evaluating and comparing three text-production techniques. In Proceedings of the 16th Conference on Computational Linguistics, vol. 1. Stroudsburg, PA, USA, pp. 249–254.
G. Coppersmith , M. Dredze , C. Harman , K. Hollingshead , and M. Mitchell , 2015. Clpsych 2015 shared task: depression and ptsd on twitter. In Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, Denver, Colorado, pp. 31–39.
L. Coviello , Y. Sohn , A. D. Kramer , C. Marlow , M. Franceschetti , N. A. Christakis , and J. H. Fowler
2014. Detecting emotional contagion in massive social networks. PloS One
B. De Carolis , F. de Rosis , F. Grasso , A. Rossiello , D. C. Berry , and T. Gillie
1996. Generating recipient-centered explanations about drug prescription. Artificial Intelligence in Medicine
M. De Choudhury , S. Counts , and E. Horvitz , 2013a. Predicting postpartum changes in emotion and behavior via social media. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, New York, NY, USA, pp. 3267–3276.
M. De Choudhury , S. Counts , and E. Horvitz
2013b. Social Media As a Measurement Tool of Depression in Populations. In Proceedings of the 5th Annual ACM Web Science Conference (WebSci ’13). New York, NY, USA: ACM, pp. 47–56.
S. K. D’Mello , B. Lehman , and A. Graesser
2011. A Motivationally Supportive Affect-Sensitive AutoTutor. Inbook. In R. A. Calvo and S. K. D’Mello (eds.), New Perspectives on Affect and Learning Technologies, Springer
New York, pp. 113–126.
P. S. Dodds , K. D. Harris , I. M. Kloumann , C. A. Bliss , and C. M. Danforth
2011. Temporal patterns of happiness and information in a global social network: hedonometrics and twitter. PloS One
T. Donker , K. M. Griffiths , P. Cuijpers , and H. Christensen
2009. Psychoeducation for depression, anxiety and psychological distress: a meta-analysis. BMC Medicine
M. Dowling , and D. Rickwood
2013. Online counseling and therapy for mental health problems: a systematic review of individual synchronous interventions using chat. Journal of Technology in Human Services
G. Eysenbach , J. Powell , M. Englesakis , C. Rizo , and A. Stern
2004. Health related virtual communities and electronic support groups: systematic review of the effects of online peer to peer interactions. BMJ
J. Finn , and S. Bruce
2008. The LivePerson model for delivery of etherapy services: a case study. Journal of Technology in Human Services
S. Golder , and M. Macy
2011. Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures. Science
M. K. Griffiths , L. A. Calear , and M. Banfield
2009. Systematic review on internet support groups (ISGs) and depression (1): do ISGs reduce depressive symptoms? Journal of Medical Internet Research
C. Haw , K. Hawton , C. Niedzwiedz , and S. Platt
2013. Suicide clusters: a review of risk factors and mechanisms. Suicide and Life-Threatening Behavior
J. Hirschberg , and C. D. Manning
2015. Advances in natural language processing. Science
E. Horvitz , and D. Mulligan
2015. Data, privacy, and the greater good. Science
T. Hoyt , and M. Pasupathi
2008. Blogging about trauma: linguistic measures of apparent recovery. E-Journal of Applied Psychology
R. Jones , J. Pearson , S. McGregor , A. J. Cawsey , A. Barrett , N. Craig , J. M. Atkinson , W. H. Gilmour , and J. McEwen
1999. Randomised trial of personalised computer based information for cancer patients. BMJ
E. Kaltenthaler , J. Brazier , E. De Nigris , I. Tumur , M. Ferriter , C. Beverley , G. Parry , G. Rooney , and P. Sutcliffe
2006. Computerised cognitive behaviour therapy for depression and anxiety update: a systematic review and economic evaluation. Health Technology Assessment
P. Kenny , T. D. Parsons , J. Gratch , A. Leuski , and A. A. Rizzo
2007. Virtual patients for clinical therapist skills training. In Intelligent Virtual Agents, Springer-Verlag Berlin Heidelberg, pp. 197–210.
S. M. Kim , Y. Wang , S. Wan , and C. Paris , 2016. Data61-csiro systems at the clpsych 2016 shared task. In Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology, San Diego, CA, USA, pp. 128–132.
A. D. Kramer , J. E. Guillory , and J. T. Hancock
2014. Experimental evidence of massive-scale emotional contagion through social networks. Proceedings of the National Academy of Sciences
M. E. Larsen , T. W. Boonstra , P. J. Batterham , B. O’Dea , C. Paris , and H. Christensen
2015. We feel: mapping emotion on twitter. IEEE Journal of Biomedical and Health Informatics
N. Lawless , and R. Lucas
2011. Predictors of regional well-being: a county level analysis. Social Indicators Research
A. Li , X. Huang , B. Hao , B. O’Dea , H. Christensen , and T. Zhu
2015. Attitudes towards suicide attempts broadcast on social media: an exploratory study of chinese microblogs. PeerJ
S. Malmasi , M. Zampieri , and M. Dras , 2016. Predicting post severity in mental health forums. In Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology, San Diego, CA, USA, pp. 133–137.
N. Masuda , I. Kurahashi , and H. Onari
2013. Suicide ideation of individuals in online social networks. PloS One
G. Miller , R. Beckwith , C. Fellbaum , D. Gross , and K. Miller
1990. Introduction to wordnet: an on-line lexical database. Journal of Lexicography
D. N. Milne , G. Pink , B. Hachey , and R. A. Calvo , 2016. Clpsych 2016 shared task: triaging content in online peer-support forums. In Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology, San Diego, CA, USA, pp. 118–127.
L. Mitchell , M. R. Frank , K. D. Harris , P. S. Dodds , and C. M. Danforth
2013. The geography of happiness: connecting twitter sentiment and expression, demographics, and objective characteristics of place. PloS One
M. Moreno , and L. Jelenchick
2011. Feeling bad on Facebook: depression disclosures by college students on a social networking site. Depression and Anxiety
S.-K. Myung , D. D. McDonnell , G. Kazinets , H. G. Seo , and J. M. Moskowitz
2009. Effects of Web-and computer-based smoking cessation programs: meta-analysis of randomized controlled trials. Archives of Internal Medicine
M. Neve , P. J. Morgan , P. R. Jones , and C. E. Collins
2010. Effectiveness of web-based interventions in achieving weight loss and weight loss maintenance in overweight and obese adults: a systematic review with meta-analysis. Obesity Reviews
T. Nguyen , D. Phung , B. Dao , S. Venkatesh , and M. Berk
2014. Affective and content analysis of online depression communities. IEEE Transactions on Affective Computing
K. Nigam , A. K. McCallum , S. Thrun , and T. Mitchell
2000. Text classification from labeled and unlabeled documents using EM. Machine Learning
B. O’Dea , S. Wan , P. J. Batterham , A. L. Calear , C. Paris , and H. Christensen
2015. Detecting suicidality on Twitter. Internet Interventions
J. E. Owen , J. C. Klapow , D. L. Roth , J. L. Shuster , J. Bellis , R. Meredith , and D. C. Tucker
2005. Randomized pilot of a self-guided internet coping group for women with early-stage breast cancer. Annals of Behavioral Medicine
T. Pedersen , 2015. Screening twitter users for depression and ptsd with lexical decision lists. In Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, Denver, Colorado, pp. 46–53.
N. Peek , C. Combi , R. Marin , and R. Bellazzi
2015. Artificial intelligence in medicine thirty years of artificial intelligence in medicine (AIME) conferences: a review of research themes. Artificial Intelligence In Medicine
J. Pennebaker , J. Kiecolt-Glaser , and R. Glaser
1988. Disclosure of traumas and immune function: health implications for psychotherapy. Journal of Consulting and Clinical Psychology
N. Pistrang , C. Barker , and K. Humphreys
2008. Mutual help groups for mental health problems: a review of effectiveness studies. American Journal of Community Psychology
D. Preoţiuc-Pietro , M. Sap , H. A. Schwartz , and L. Ungar , 2015. Mental illness detection at the world well-being project for the clpsych 2015 shared task. In Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, Denver, Colorado, pp. 40–45.
E. Reiter , and R. Dale , 2000. Building Natural Language Generation Systems. Boston: MIT Press.
E. Reiter , R. Robertson , and L. M. Osman
2003. Lessons from a failure: generating tailored smoking cessation letters. Artificial Intelligence
P. Resnik , W. Armstrong , L. Claudino , and T. Nguyen , 2015. The university of maryland clpsych 2015 shared task system. In Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, Denver, Colorado, pp. 54–60.
M. Rincón-Nigro , and Z. Deng
2013. A text-driven conversational avatar interface for instant messaging on mobile devices. IEEE Transactions on Human-Machine Systems
L. M. Ritterband , L. A. Gonder-Frederick , D. J. Cox , A. D. Clifton , R. W. West , and S. M. Borowitz
2003. Internet interventions: in review, in use, and into the future. Professional Psychology: Research and Practice
2002. Machine learning in automated text categorization. ACM Comput. Surv.
A. Signorini , A. M. Segre , and P. M. Polgreen
2011. The use of Twitter to track levels of disease activity and public concern in the US during the influenza A H1N1 pandemic. PloS One
V. Spek , P. I. M. Cuijpers , I. Nyklícek , H. Riper , J. Keyzer , and V. Pop
2007. Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: a meta-analysis. Psychological Medicine
C. Strapparava , and R. Mihalcea , 2007. Semeval-2007 task 14: affective text. In Proceedings of the 4th International Workshop on Semantic Evaluations, Prague, Czech Republic, pp. 70–74.
C. Strapparava , and R. Mihalcea , 2008. Learning to identify emotions in text. In Proceedings of the 2008 ACM Symposium on Applied Computing, Fortaleza, Ceara, Brazil, pp. 1556–1560.
Y. R. Tausczik , and J. W. Pennebaker
2010. The psychological meaning of words: LIWC and computerized text analysis methods. Journal of Language and Social Psychology
1966. ELIZA-a computer program for the study of natural language communication between man and machine. Communications of the ACM