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个人简介
Trained as a computer scientist, I am passionate about problems at the intersection of computer science and social science. In my 15 year research career this far, my research has contributed to the development of a variety of computational methods and artifacts to make sense of human behavior and psychological state, as manifested via our online digital traces. My research has been motivated by how the availability of large-scale online social data, with the amalgamation of advances in machine learning and grounding in human-centered approaches can help us answer fundamental questions relating to our social lives.
Since 2013, supported by sustained and involved domain, academic, industry, non-profit, and governmental collaborations spread nationally and internationally (nearly 250 co-authors spanning 12 disciplines), I have spearheaded an innovative research agenda that has situated social media as a both a mechanism to understand our mental health, as well as to improve provision of and access to mental health care. In particular, first proposed in this influential paper, my research has pioneered the computational use of social media data for mental health. This topic now constitutes a full-fledged research direction pursued by scholars and practitioners worldwide, within and beyond academia. Parts of my research in this area have frequently been featured in the popular press, including the New York Times, the BBC, and the NPR, among others.
Since 2013, supported by sustained and involved domain, academic, industry, non-profit, and governmental collaborations spread nationally and internationally (nearly 250 co-authors spanning 12 disciplines), I have spearheaded an innovative research agenda that has situated social media as a both a mechanism to understand our mental health, as well as to improve provision of and access to mental health care. In particular, first proposed in this influential paper, my research has pioneered the computational use of social media data for mental health. This topic now constitutes a full-fledged research direction pursued by scholars and practitioners worldwide, within and beyond academia. Parts of my research in this area have frequently been featured in the popular press, including the New York Times, the BBC, and the NPR, among others.
研究兴趣
论文共 322 篇作者统计合作学者相似作者
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Devashru Patel, Steven A. Sumner, Daniel Bowen, Marissa Zwald, Ellen Yard, Jing Wang, Royal Law, Kristin Holland,Theresa Nguyen, Gary Mower,Yushiuan Chen, Jenna Iberg Johnson,
npj Mental Health Researchno. 1 (2024): 1-7
Current Treatment Options in Psychiatrypp.1-15, (2024)
Mai ElSherief,Steven Sumner, Vikram Krishnasamy,Christopher Jones,Royal Law, Akadia Kacha-Ochana, Lyna Schieber,Munmun De Choudhury
JMIR FORMATIVE RESEARCH (2024): e44726-e44726
arxiv(2024)
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Robin O'Hanlon,Frederick L. Altice,Roy Ka-Wei Lee, Jack LaViolette, Gloria Mark,Orestis Papakyriakopoulos,Koustuv Saha,Munmun De Choudhury,Navin Kumar
TRAUMA VIOLENCE & ABUSEno. 2 (2024): 1219-1234
CoRR (2024)
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TECHNOLOGY AND MEASUREMENT AROUND THE GLOBEpp.46-106, (2024)
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Research Square (Research Square) (2023)
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Proceedings of the ACM on Human-Computer Interactionno. CSCW2 (2023): 1-30
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