{"id":"https://openalex.org/W2954765164","doi":"https://doi.org/10.1145/3328529.3328540","title":"A Case Study in Belief Surveillance, Sentiment Analysis, and Identification of Informational Targets for E-Cigarettes Interventions","display_name":"A Case Study in Belief Surveillance, Sentiment Analysis, and Identification of Informational Targets for E-Cigarettes Interventions","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2954765164","doi":"https://doi.org/10.1145/3328529.3328540","mag":"2954765164"},"language":"en","primary_location":{"id":"doi:10.1145/3328529.3328540","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3328529.3328540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Social Media and Society","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5020396630","display_name":"Lourdes S. Martinez","orcid":"https://orcid.org/0000-0001-8011-120X"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lourdes S. Martinez","raw_affiliation_strings":["Center for Human Dynamics in the Mobile Age, School of Communication, San Diego State University, San Diego, CA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Human Dynamics in the Mobile Age, School of Communication, San Diego State University, San Diego, CA USA","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021407370","display_name":"Ming\u2010Hsiang Tsou","orcid":"https://orcid.org/0000-0003-3421-486X"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-Hsiang Tsou","raw_affiliation_strings":["Center for Human Dynamics in the Mobile Age, Department of Geography, San Diego State University, San Diego, CA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Human Dynamics in the Mobile Age, Department of Geography, San Diego State University, San Diego, CA USA","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032316031","display_name":"Brian H. Spitzberg","orcid":"https://orcid.org/0000-0003-3838-6052"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian H. Spitzberg","raw_affiliation_strings":["Center for Human Dynamics in the Mobile Age, School of Communication, San Diego State University, San Diego, CA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Human Dynamics in the Mobile Age, School of Communication, San Diego State University, San Diego, CA USA","institution_ids":["https://openalex.org/I26538001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I26538001"],"apc_list":null,"apc_paid":null,"fwci":5.2328,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94001874,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9387000203132629,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9301999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7318846583366394},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6468563675880432},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6259178519248962},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5134716629981995},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3219671845436096},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2913725972175598},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.27154645323753357}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7318846583366394},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6468563675880432},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6259178519248962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5134716629981995},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3219671845436096},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2913725972175598},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.27154645323753357},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3328529.3328540","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3328529.3328540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Social Media and Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320318591","display_name":"Honda Development and Manufacturing of America","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1546447215","https://openalex.org/W1570138946","https://openalex.org/W1837843568","https://openalex.org/W2006620598","https://openalex.org/W2011737919","https://openalex.org/W2035654630","https://openalex.org/W2058759764","https://openalex.org/W2068241611","https://openalex.org/W2099230090","https://openalex.org/W2107147570","https://openalex.org/W2107846944","https://openalex.org/W2116265632","https://openalex.org/W2122331591","https://openalex.org/W2151032232","https://openalex.org/W2159663239","https://openalex.org/W2164470169","https://openalex.org/W2232384272","https://openalex.org/W2336924596","https://openalex.org/W2411777166","https://openalex.org/W2464439676","https://openalex.org/W2467333773","https://openalex.org/W2477032014","https://openalex.org/W2517785654","https://openalex.org/W2557978851","https://openalex.org/W2570475387","https://openalex.org/W2603851622","https://openalex.org/W2612077511","https://openalex.org/W2617686990","https://openalex.org/W2619168904","https://openalex.org/W2624262714","https://openalex.org/W2747954815","https://openalex.org/W2750351539","https://openalex.org/W2757878657","https://openalex.org/W2779695185","https://openalex.org/W2781619401","https://openalex.org/W2783876642","https://openalex.org/W2791534192","https://openalex.org/W2793246835","https://openalex.org/W2793993031","https://openalex.org/W2808925221","https://openalex.org/W2829301623","https://openalex.org/W2884350537","https://openalex.org/W2888571776","https://openalex.org/W2889632622","https://openalex.org/W2891732523","https://openalex.org/W2893252321","https://openalex.org/W2900471836","https://openalex.org/W2900936184","https://openalex.org/W2902106847","https://openalex.org/W2967256809","https://openalex.org/W2990789080","https://openalex.org/W3023098076","https://openalex.org/W3125182500","https://openalex.org/W4285719527","https://openalex.org/W4391048313"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989"],"abstract_inverted_index":{"To":[0],"illuminate":[1],"understanding":[2],"of":[3,54,88,107,114,121,127,134,147,158],"how":[4],"social":[5,24,139],"media":[6,25],"can":[7],"be":[8,91],"leveraged":[9],"to":[10,32],"glean":[11],"insights":[12],"into":[13],"public":[14,66,115],"health":[15],"issues":[16],"such":[17],"as":[18,111],"e-cigarette":[19,55],"use,":[20],"we":[21],"use":[22,106],"a":[23,62,112],"analytics":[26],"and":[27,36,77,119,124,150,152,154],"research":[28],"testbed":[29],"(SMART)":[30],"dashboard":[31,110],"observe":[33],"Twitter":[34],"messages":[35,79,140],"follow":[37],"content":[38],"about":[39,141],"e-cigarettes":[40,89,142],"in":[41,74,130],"different":[42,128],"cities":[43],"across":[44],"the":[45,52,70,105,108,145],"U.S.":[46],"Our":[47,101],"case":[48],"studies":[49],"indicate":[50],"that":[51,85],"majority":[53],"tweets":[56],"are":[57],"positive":[58],"(68%),":[59],"which":[60],"represents":[61],"potential":[63],"problem":[64],"for":[65,80,143,160],"health.":[67],"Stigma":[68],"plays":[69],"most":[71],"important":[72],"roles":[73],"both":[75],"confirmed":[76],"rejected":[78],"e-cigarettes.":[81],"We":[82],"also":[83],"noticed":[84],"some":[86],"advocates":[87],"might":[90],"hybrid":[92],"human-bot":[93],"accounts":[94],"(or":[95],"multiple":[96],"users":[97],"using":[98],"one":[99],"account).":[100],"key":[102],"findings":[103],"demonstrate":[104],"SMART":[109],"means":[113],"health-related":[116],"belief":[117],"surveillance,":[118],"identification":[120],"campaign":[122],"targets":[123],"informational":[125,156],"needs":[126,157],"communities":[129,159],"real-time.":[131],"Future":[132],"uses":[133],"this":[135],"tool":[136],"include":[137],"monitoring":[138],"combating":[144],"spread":[146],"tobacco-related":[148],"misinformation":[149],"disinformation,":[151],"detecting":[153],"targeting":[155],"intervention.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
