{"id":"https://openalex.org/W2154013831","doi":"https://doi.org/10.1145/2700171.2791247","title":"Characterizing Smoking and Drinking Abstinence from Social Media","display_name":"Characterizing Smoking and Drinking Abstinence from Social Media","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2154013831","doi":"https://doi.org/10.1145/2700171.2791247","mag":"2154013831","pmid":"https://pubmed.ncbi.nlm.nih.gov/26640831"},"language":"en","primary_location":{"id":"doi:10.1145/2700171.2791247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2700171.2791247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Hypertext & Social Media - HT '15","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023825669","display_name":"Acar Tamersoy","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Acar Tamersoy","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102962995","display_name":"Munmun De Choudhury","orcid":"https://orcid.org/0000-0002-8939-264X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Munmun De Choudhury","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020153026","display_name":"Duen Horng Chau","orcid":"https://orcid.org/0000-0001-9824-3323"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duen Horng Chau","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023825669"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":17.0006,"has_fulltext":false,"cited_by_count":98,"citation_normalized_percentile":{"value":0.99326876,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"2015","issue":null,"first_page":"139","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/abstinence","display_name":"Abstinence","score":0.9051166772842407},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.6521654725074768},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6476843953132629},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5797814726829529},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5530333518981934},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.39215362071990967},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.36522120237350464},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2415977120399475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2325238287448883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1569499969482422},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11965158581733704}],"concepts":[{"id":"https://openalex.org/C2780687700","wikidata":"https://www.wikidata.org/wiki/Q210978","display_name":"Abstinence","level":2,"score":0.9051166772842407},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.6521654725074768},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6476843953132629},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5797814726829529},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5530333518981934},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.39215362071990967},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.36522120237350464},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2415977120399475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2325238287448883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1569499969482422},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11965158581733704}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2700171.2791247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2700171.2791247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Hypertext & Social Media - HT '15","raw_type":"proceedings-article"},{"id":"pmid:26640831","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26640831","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.698.5647","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.698.5647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cc.gatech.edu/%7Edchau/papers/15-ht-relapse.pdf","raw_type":"text"},{"id":"pmh:oai:europepmc.org:3643620","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4668115","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W27763824","https://openalex.org/W201361503","https://openalex.org/W963972349","https://openalex.org/W1500013337","https://openalex.org/W1533841329","https://openalex.org/W1537829113","https://openalex.org/W1606613208","https://openalex.org/W1966822331","https://openalex.org/W1973626983","https://openalex.org/W2001488574","https://openalex.org/W2003624018","https://openalex.org/W2007618925","https://openalex.org/W2012931896","https://openalex.org/W2021733365","https://openalex.org/W2026364558","https://openalex.org/W2047028564","https://openalex.org/W2056797993","https://openalex.org/W2076393877","https://openalex.org/W2081249542","https://openalex.org/W2084615647","https://openalex.org/W2085296835","https://openalex.org/W2086869155","https://openalex.org/W2095924343","https://openalex.org/W2098667370","https://openalex.org/W2099813784","https://openalex.org/W2101008698","https://openalex.org/W2107954519","https://openalex.org/W2111896942","https://openalex.org/W2113580683","https://openalex.org/W2116512484","https://openalex.org/W2118716638","https://openalex.org/W2127472505","https://openalex.org/W2139226057","https://openalex.org/W2141161236","https://openalex.org/W2148090135","https://openalex.org/W2277876591","https://openalex.org/W2412358696","https://openalex.org/W2916636570","https://openalex.org/W3216472800","https://openalex.org/W4234698323","https://openalex.org/W4242080018","https://openalex.org/W6759828828"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1965018817","https://openalex.org/W2069894002","https://openalex.org/W1988092968","https://openalex.org/W1982097442","https://openalex.org/W2308528836","https://openalex.org/W2359624258","https://openalex.org/W2013680953","https://openalex.org/W2147311497","https://openalex.org/W1978449740"],"abstract_inverted_index":{"Social":[0],"media":[1,23,161,180,190],"has":[2,41,56],"been":[3,42],"established":[4],"to":[5,9,96],"bear":[6],"signals":[7],"relating":[8],"health":[10,169,182],"and":[11,26,39,75,157,181,184,198],"well-being":[12],"states.":[13],"In":[14],"this":[15],"paper,":[16],"we":[17],"investigate":[18],"the":[19,35,47,62,79,109,113,117,122,173,186],"potential":[20],"of":[21,49,83,112,125,175,188],"social":[22,127,160,179,189],"in":[24,44,178,185],"characterizing":[25,166],"understanding":[27],"abstinence":[28,55,94,134,146],"from":[29,135,144],"tobacco":[30],"or":[31,137],"alcohol":[32],"use.":[33],"While":[34],"link":[36],"between":[37],"behavior":[38,196],"addiction":[40,58],"explored":[43],"psychology":[45],"literature,":[46],"lack":[48],"longitudinal":[50],"self-reported":[51,80],"data":[52],"on":[53,68,72,92,159],"long-term":[54,98,133],"challenged":[57],"research.":[59],"We":[60,77,100,152,171],"leverage":[61],"activity":[63],"spanning":[64],"almost":[65],"eight":[66],"years":[67],"two":[69],"prominent":[70],"communities":[71],"Reddit:":[73],"StopSmoking":[74],"StopDrinking.":[76],"use":[78,108],"\"badge\"":[81],"information":[82,91],"nearly":[84],"a":[85,192],"thousand":[86],"users":[87,118],"as":[88,119,121,191],"gold":[89],"standard":[90],"their":[93,126],"status":[95],"characterize":[97],"abstinence.":[99],"build":[101],"supervised":[102],"learning":[103],"based":[104],"statistical":[105],"models":[106],"that":[107,132,155],"linguistic":[110],"features":[111],"content":[114],"shared":[115],"by":[116],"well":[120],"network":[123],"structure":[124],"interactions.":[128],"Our":[129],"findings":[130,177],"indicate":[131],"smoking":[136],"drinking":[138],"(~one":[139],"year)":[140],"can":[141],"be":[142],"distinguished":[143],"short-term":[145],"(~40":[147],"days)":[148],"with":[149],"85%":[150],"accuracy.":[151],"further":[153],"show":[154],"language":[156],"interaction":[158],"offer":[162],"powerful":[163],"cues":[164],"towards":[165],"these":[167],"addiction-related":[168],"outcomes.":[170],"discuss":[172],"implications":[174],"our":[176],"research,":[183],"role":[187],"platform":[193],"for":[194],"positive":[195],"change":[197],"therapy.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}