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Social support has been shown to be an effective coping mechanism in managing stress and depression and to provide positive experiences that directly enhance overall well\u2010being and quality of life. The measurement and quantification of social support has generated a great deal of interest in the behavioral science community over the past 10 years. The dominant approach for quantifying individual social support remains self\u2010reported surveys and generator\u2010methods, which are costly, attention\u2010consuming, and fraught with biases. Given the important role played by mobile phones in mediating human social lives, this study explores the use of phone metadata (call and SMS logs) to automatically infer an individual's social support. Based on Sherbourne and Stewart's Modified Social Support survey (MSSS) as ground truth and ten\u2010week phone data collection for 55 participants, we report that multiple call and SMS based social features are intrinsically associated with social support and perform better than DEMOGRAPHY\u2010BASED models.<\/jats:p>","DOI":"10.1002\/pra2.2018.14505501015","type":"journal-article","created":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T16:52:19Z","timestamp":1549039939000},"page":"133-142","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Modeling social support scores using phone use patterns"],"prefix":"10.1002","volume":"55","author":[{"given":"Isha","family":"Ghosh","sequence":"first","affiliation":[{"name":"Rutgers University New Brunswick NJ"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vivek K.","family":"Singh","sequence":"additional","affiliation":[{"name":"Rutgers University and Massachusetts Institute of Technology New Brunswick NJ"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2019,2]]},"reference":[{"key":"e_1_2_7_2_1","doi-asserted-by":"publisher","DOI":"10.2307\/4134367"},{"key":"e_1_2_7_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00922627"},{"key":"e_1_2_7_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2005.38"},{"key":"e_1_2_7_5_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.aac4420"},{"key":"e_1_2_7_6_1","first-page":"241","volume-title":"Handbook of theory and research for the sociology of education","author":"Bourdieu P.","year":"1986"},{"key":"e_1_2_7_7_1","doi-asserted-by":"publisher","DOI":"10.1111\/jcc4.12162"},{"issue":"7","key":"e_1_2_7_8_1","first-page":"1504","article-title":"Online supportive interactions: Using a network approach to examine communication patterns within a psychosis social support group in Taiwan","volume":"60","author":"Chang H. 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