{"id":"https://openalex.org/W2798627539","doi":"https://doi.org/10.1109/asonam.2018.8508382","title":"Social Bots for Online Public Health Interventions","display_name":"Social Bots for Online Public Health Interventions","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2798627539","doi":"https://doi.org/10.1109/asonam.2018.8508382","mag":"2798627539"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2018.8508382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1804.07886","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075831785","display_name":"Ashok Deb","orcid":"https://orcid.org/0000-0001-9745-2262"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashok Deb","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086082595","display_name":"Anuja Majmundar","orcid":"https://orcid.org/0000-0002-7785-3357"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anuja Majmundar","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069084905","display_name":"Sungyong Seo","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sungyong Seo","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018478540","display_name":"Akira Matsui","orcid":"https://orcid.org/0000-0003-3953-378X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akira Matsui","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051582028","display_name":"Rajat Tandon","orcid":"https://orcid.org/0000-0002-4941-1834"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajat Tandon","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013074509","display_name":"Yan Shen","orcid":"https://orcid.org/0000-0001-9287-1206"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shen Yan","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061746596","display_name":"Jon-Patrick Allem","orcid":"https://orcid.org/0000-0001-9135-8689"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon-Patrick Allem","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078699564","display_name":"Emilio Ferrara","orcid":"https://orcid.org/0000-0002-1942-2831"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emilio Ferrara","raw_affiliation_strings":["University of Southern California, Los Angeles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12027","display_name":"Social Media in Health Education","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12027","display_name":"Social Media in Health Education","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9908999800682068,"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"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.689353346824646},{"id":"https://openalex.org/keywords/tobacco-control","display_name":"Tobacco control","score":0.6555864810943604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5610818862915039},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.5226863622665405},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5207012295722961},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5033430457115173},{"id":"https://openalex.org/keywords/tobacco-use","display_name":"Tobacco use","score":0.41719403862953186},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35415229201316833},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25847071409225464},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.21053412556648254},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.14802154898643494}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.689353346824646},{"id":"https://openalex.org/C2780832096","wikidata":"https://www.wikidata.org/wiki/Q17005010","display_name":"Tobacco control","level":3,"score":0.6555864810943604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5610818862915039},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5226863622665405},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5207012295722961},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5033430457115173},{"id":"https://openalex.org/C3019190695","wikidata":"https://www.wikidata.org/wiki/Q7212330","display_name":"Tobacco use","level":3,"score":0.41719403862953186},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35415229201316833},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25847071409225464},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.21053412556648254},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.14802154898643494},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asonam.2018.8508382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1804.07886","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.07886","pdf_url":"https://arxiv.org/pdf/1804.07886","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":{"id":"pmh:oai:arXiv.org:1804.07886","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.07886","pdf_url":"https://arxiv.org/pdf/1804.07886","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},"sustainable_development_goals":[{"score":0.8899999856948853,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W56743589","https://openalex.org/W1204587089","https://openalex.org/W1545142063","https://openalex.org/W1581009051","https://openalex.org/W1614298861","https://openalex.org/W1665214252","https://openalex.org/W1968199606","https://openalex.org/W1968433094","https://openalex.org/W1994714758","https://openalex.org/W2040341778","https://openalex.org/W2042506773","https://openalex.org/W2094525646","https://openalex.org/W2120188368","https://openalex.org/W2137060613","https://openalex.org/W2141161236","https://openalex.org/W2170240176","https://openalex.org/W2212466265","https://openalex.org/W2250341933","https://openalex.org/W2250539671","https://openalex.org/W2263846226","https://openalex.org/W2271840356","https://openalex.org/W2283694230","https://openalex.org/W2295738202","https://openalex.org/W2316047743","https://openalex.org/W2517785654","https://openalex.org/W2523163793","https://openalex.org/W2568517650","https://openalex.org/W2574098185","https://openalex.org/W2576969580","https://openalex.org/W2599314234","https://openalex.org/W2621586846","https://openalex.org/W2734567817","https://openalex.org/W2766654852","https://openalex.org/W2766736793","https://openalex.org/W2793387604","https://openalex.org/W2806900377","https://openalex.org/W2807165107","https://openalex.org/W2903950532","https://openalex.org/W2913903984","https://openalex.org/W2962985272","https://openalex.org/W3124928323","https://openalex.org/W3125182500","https://openalex.org/W4239510810","https://openalex.org/W4254238137","https://openalex.org/W4297957988","https://openalex.org/W6602288617","https://openalex.org/W6637242042","https://openalex.org/W6685053522","https://openalex.org/W6752239884"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2104613294","https://openalex.org/W3159687503","https://openalex.org/W2155868554","https://openalex.org/W3121812878","https://openalex.org/W4250101493","https://openalex.org/W2619636913","https://openalex.org/W2895931651","https://openalex.org/W2014904970","https://openalex.org/W2163181027"],"abstract_inverted_index":{"According":[0],"to":[1,47,72,82],"the":[2,23,52,89,123,150,157],"Center":[3],"for":[4,43,65,92,156],"Disease":[5],"Control":[6],"and":[7,16,33,78,95,97,126],"Prevention,":[8],"hundreds":[9],"of":[10,54,152,160],"thousands":[11],"initiate":[12],"smoking":[13],"each":[14],"year,":[15],"millions":[17],"live":[18],"with":[19,137,140],"smoking-related":[20],"diseases":[21],"in":[22],"United":[24],"States.":[25],"Many":[26],"tobacco":[27,49,55,85],"users":[28,50,74],"discuss":[29],"their":[30,84],"opinions,":[31],"habits":[32],"preferences":[34],"on":[35,122,128,164],"social":[36],"media.":[37],"This":[38,115],"work":[39],"conceptualizes":[40],"a":[41,59,99,118],"framework":[42],"targeted":[44],"health":[45],"interventions":[46,81,162],"inform":[48],"about":[51],"consequences":[53],"use.":[56,86],"We":[57,87],"designed":[58],"Twitter":[60,90],"bot":[61],"named":[62],"Notobot":[63],"(short":[64],"No-Tobacco":[66],"Bot)":[67],"that":[68,174],"leverages":[69],"machine":[70],"learning":[71],"identify":[73],"posting":[75,132],"pro-tobacco":[76,111],"tweets":[77,106,134,167],"select":[79],"individualized":[80],"curb":[83],"searched":[88],"feed":[91],"tobacco-related":[93],"keywords":[94],"phrases,":[96],"trained":[98],"convolutional":[100],"neural":[101],"network":[102],"using":[103],"over":[104],"4,000":[105],"manually":[107],"labeled":[108],"as":[109],"either":[110],"or":[112],"not":[113],"pro-tobacco.":[114],"model":[116],"achieved":[117],"90%":[119],"accuracy":[120],"rate":[121],"training":[124],"set":[125],"74%":[127],"test":[129],"data.":[130],"Users":[131],"protobacco":[133],"were":[135],"matched":[136],"former":[138,169],"smokers":[139],"similar":[141],"interests":[142],"who":[143],"posted":[144],"anti-tobacco":[145,166],"tweets.":[146],"Algorithmic":[147],"matching,":[148],"leveraging":[149],"power":[151],"peer":[153],"influence,":[154],"allows":[155],"systematic":[158],"delivery":[159],"personalized":[161],"based":[163],"real":[165],"from":[168],"smokers.":[170],"Experimental":[171],"evaluation":[172],"suggested":[173],"our":[175],"system":[176],"would":[177],"perform":[178],"well":[179],"if":[180],"deployed.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
