Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media

Author:

Yazdavar Amir Hossein1,Al-Olimat Hussein S.1,Ebrahimi Monireh1,Bajaj Goonmeet1,Banerjee Tanvi1,Thirunarayan Krishnaprasad1,Pathak Jyotishman2,Sheth Amit1

Affiliation:

1. Kno.e.sis Center, Wright State University, Dayton, OH, USA

2. Division of Health Informatics, Cornell University, New York, NY, USA

Publisher

ACM

Reference36 articles.

1. M. G. Haselton D. Nettle and D. R. Murray "The evolution of cognitive bias " The handbook of evolutionary psychology 2005. M. G. Haselton D. Nettle and D. R. Murray "The evolution of cognitive bias " The handbook of evolutionary psychology 2005.

2. P. Resnik W. Armstrong L. Claudino T. Nguyen V.-A. Nguyen and J. Boyd-Graber "Beyond lda: exploring supervised topic modeling for depression-related language in twitter " in Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality 2015. 10.3115/v1/W15-1212 P. Resnik W. Armstrong L. Claudino T. Nguyen V.-A. Nguyen and J. Boyd-Graber "Beyond lda: exploring supervised topic modeling for depression-related language in twitter " in Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality 2015. 10.3115/v1/W15-1212

3. M. Mitchell K. Hollingshead and G. Coppersmith "Quantifying the language of schizophrenia in social media " in Proceedings of the 2015 Annual Conference of the North American Chapter of the ACL: Human Language Technologies (NAACL HLT) 2015. 10.3115/v1/W15-1202 M. Mitchell K. Hollingshead and G. Coppersmith "Quantifying the language of schizophrenia in social media " in Proceedings of the 2015 Annual Conference of the North American Chapter of the ACL: Human Language Technologies (NAACL HLT) 2015. 10.3115/v1/W15-1202

4. Multitask Learning for Mental Health Conditions with Limited Social Media Data

5. Quantifying mental health signals in twitter;Harman G. C. M. D. C.;ACL,2014

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