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Fields · Psychology · Social Psychology

Mental Health via Writing

This cluster of papers focuses on the analysis of psychological language in social media, particularly related to emotional disclosure, mental health, and expressive writing. It involves the use of natural language processing and machine learning techniques to detect and understand patterns of depression, suicidal ideation, and other mental health indicators in online communication.

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Works
18.9k
Citations
319.8k

Scientists whose main topic this is

1Munmun De ChoudhuryGeorgia Institute of Technology · United StatesPsychology2 145citations, 5 yrs143works, 5 yrs63h-index2Lyle UngarLeonard Davis Institute of Health Economics · United StatesPsychology2 018citations, 5 yrs203works, 5 yrs88h-index3johannes Christopher EichstaedtINSEAD · FrancePsychology1 601citations, 5 yrs107works, 5 yrs42h-index4Guillermo CecchiIBM (United States) · United StatesPsychology1 168citations, 5 yrs125works, 5 yrs47h-index5H. Andrew SchwartzINSEAD · FrancePsychology1 021citations, 5 yrs159works, 5 yrs44h-index6Tingting LiuNanjing University of Chinese Medicine · ChinaPsychology845citations, 5 yrs86works, 5 yrs25h-index7Koustuv SahaUniversity of Illinois Urbana-Champaign · United StatesPsychology839citations, 5 yrs106works, 5 yrs32h-index8Inna Wanyin LinUniversity of Washington · United StatesPsychology732citations, 5 yrs10works, 5 yrs9h-index9Salvatore GiorgiNational Institute on Drug Abuse · United StatesPsychology713citations, 5 yrs102works, 5 yrs26h-index10James W. PennebakerThe University of Texas at Austin · United StatesPsychology582citations, 5 yrs38works, 5 yrs112h-index11Sharath Chandra GuntukuUniversity of Pennsylvania Health System · United StatesPsychology535citations, 5 yrs104works, 5 yrs35h-index12Ang LiThe University of Melbourne · AustraliaPsychology488citations, 5 yrs58works, 5 yrs25h-index13Dan-Mircea MireaPrinceton University · United StatesPsychology469citations, 5 yrs27works, 5 yrs8h-index14Ryan L. BoydThe University of Texas at Austin · United StatesPsychology435citations, 5 yrs67works, 5 yrs30h-index15Oscar KjellLund University · SwedenPsychology403citations, 5 yrs77works, 5 yrs21h-index16Ziyan KuangWuhan University · ChinaPsychology391citations, 5 yrs12works, 5 yrs4h-index17Danny ValdezIndiana University Bloomington · United StatesPsychology391citations, 5 yrs56works, 5 yrs16h-index18Changwei SongTianjin University · ChinaPsychology378citations, 5 yrs29works, 5 yrs9h-index19Christian Shaunlyn ChanInternational Christian University · JapanPsychology368citations, 5 yrs55works, 5 yrs32h-index20Nan ZhaoCentral South University · ChinaPsychology364citations, 5 yrs37works, 5 yrs25h-index