{"id":"https://openalex.org/W2992496373","doi":"https://doi.org/10.1109/mc.2021.3095826","title":"Discovering Opioid Use Patterns From Social Media for Relapse Prevention","display_name":"Discovering Opioid Use Patterns From Social Media for Relapse Prevention","publication_year":2022,"publication_date":"2022-02-01","ids":{"openalex":"https://openalex.org/W2992496373","doi":"https://doi.org/10.1109/mc.2021.3095826","mag":"2992496373"},"language":"en","primary_location":{"id":"doi:10.1109/mc.2021.3095826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mc.2021.3095826","pdf_url":null,"source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer","raw_type":"journal-article"},"type":"article","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/A5102760058","display_name":"Zhou Yang","orcid":"https://orcid.org/0000-0001-6610-9664"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhou Yang","raw_affiliation_strings":["George Washington University"],"affiliations":[{"raw_affiliation_string":"George Washington University","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076067571","display_name":"Spencer D. Bradshaw","orcid":"https://orcid.org/0000-0002-4466-8585"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Spencer Bradshaw","raw_affiliation_strings":["Utah State University"],"affiliations":[{"raw_affiliation_string":"Utah State University","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057522209","display_name":"Rattikorn Hewett","orcid":"https://orcid.org/0000-0002-9021-7777"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rattikorn Hewett","raw_affiliation_strings":["Texas Tech University"],"affiliations":[{"raw_affiliation_string":"Texas Tech University","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101706801","display_name":"Fang Jin","orcid":"https://orcid.org/0000-0002-6606-5232"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fang Jin","raw_affiliation_strings":["George Washington University"],"affiliations":[{"raw_affiliation_string":"George Washington University","institution_ids":["https://openalex.org/I193531525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102760058"],"corresponding_institution_ids":["https://openalex.org/I193531525"],"apc_list":null,"apc_paid":null,"fwci":0.6631,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72495692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"55","issue":"2","first_page":"23","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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":0.9983999729156494,"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/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.8464653491973877},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.648152768611908},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6428369879722595},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6302216053009033},{"id":"https://openalex.org/keywords/opioid","display_name":"Opioid","score":0.596912145614624},{"id":"https://openalex.org/keywords/opioid-addiction","display_name":"Opioid addiction","score":0.5737975835800171},{"id":"https://openalex.org/keywords/opioid-use-disorder","display_name":"Opioid use disorder","score":0.5153388381004333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5056028366088867},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39990708231925964},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3019533157348633},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20716729760169983},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.19985279440879822},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17615118622779846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17156174778938293},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.136135071516037},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.0915328860282898}],"concepts":[{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.8464653491973877},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.648152768611908},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6428369879722595},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6302216053009033},{"id":"https://openalex.org/C2781063702","wikidata":"https://www.wikidata.org/wiki/Q427523","display_name":"Opioid","level":3,"score":0.596912145614624},{"id":"https://openalex.org/C2993816172","wikidata":"https://www.wikidata.org/wiki/Q1639178","display_name":"Opioid addiction","level":4,"score":0.5737975835800171},{"id":"https://openalex.org/C2779418921","wikidata":"https://www.wikidata.org/wiki/Q1639178","display_name":"Opioid use disorder","level":4,"score":0.5153388381004333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5056028366088867},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39990708231925964},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3019533157348633},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20716729760169983},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.19985279440879822},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17615118622779846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17156174778938293},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.136135071516037},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0915328860282898},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mc.2021.3095826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mc.2021.3095826","pdf_url":null,"source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1492318899","https://openalex.org/W1579621885","https://openalex.org/W1709379088","https://openalex.org/W1968206433","https://openalex.org/W2009665790","https://openalex.org/W2040467972","https://openalex.org/W2061320251","https://openalex.org/W2061533526","https://openalex.org/W2086753700","https://openalex.org/W2162097818","https://openalex.org/W2524449277","https://openalex.org/W2791575854","https://openalex.org/W2890298149","https://openalex.org/W2897233850","https://openalex.org/W2967116017","https://openalex.org/W2999043309","https://openalex.org/W3087681663","https://openalex.org/W4200337926","https://openalex.org/W6629464140"],"related_works":["https://openalex.org/W7851427","https://openalex.org/W9978589","https://openalex.org/W2335111","https://openalex.org/W13345178","https://openalex.org/W11268117","https://openalex.org/W8349185","https://openalex.org/W13572087","https://openalex.org/W1929569","https://openalex.org/W2819059","https://openalex.org/W8953656"],"abstract_inverted_index":{"The":[0],"United":[1],"States":[2],"is":[3],"experiencing":[4],"an":[5],"unprecedented":[6],"opioid":[7,16,22,43],"crisis.":[8],"Through":[9],"a":[10],"multidisciplinary":[11],"analytic":[12],"perspective,":[13],"we":[14],"characterize":[15],"addiction":[17],"behavior":[18],"patterns":[19],"by":[20],"analyzing":[21,30],"groups":[23],"from":[24],"Reddit.com\u2014including":[25],"modeling":[26],"online":[27],"discussion":[28],"topics,":[29],"text":[31],"co-occurrence":[32],"and":[33,35],"correlations,":[34],"identifying":[36],"the":[37],"emotional":[38],"states":[39],"of":[40],"people":[41],"with":[42],"use":[44],"disorder.":[45]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
