{"id":"https://openalex.org/W2769959622","doi":"https://doi.org/10.1145/3110025.3110114","title":"Medical Persona Classification in Social Media","display_name":"Medical Persona Classification in Social Media","publication_year":2017,"publication_date":"2017-07-31","ids":{"openalex":"https://openalex.org/W2769959622","doi":"https://doi.org/10.1145/3110025.3110114","mag":"2769959622"},"language":"en","primary_location":{"id":"doi:10.1145/3110025.3110114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3110114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-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/A5047609547","display_name":"Nikhil Pattisapu","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nikhil Pattisapu","raw_affiliation_strings":["IIIT-Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT-Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046755750","display_name":"Manish Gupta","orcid":"https://orcid.org/0000-0002-2843-3110"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Gupta","raw_affiliation_strings":["IIIT-Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT-Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077509916","display_name":"Ponnurangam Kumaraguru","orcid":"https://orcid.org/0000-0001-5082-2078"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]},{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ponnurangam Kumaraguru","raw_affiliation_strings":["IIIT-Delhi, India"],"affiliations":[{"raw_affiliation_string":"IIIT-Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073786634","display_name":"Vasudeva Varma","orcid":"https://orcid.org/0000-0003-1923-1725"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vasudeva Varma","raw_affiliation_strings":["IIIT-Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT-Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047609547"],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":2.1452,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90627798,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"377","last_page":"384"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9951000213623047,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9951000213623047,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/persona","display_name":"Persona","score":0.8438090085983276},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.694120466709137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5605016946792603},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4074927568435669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37338995933532715},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37092989683151245},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3280688524246216},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3210528492927551},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.20743098855018616}],"concepts":[{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.8438090085983276},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.694120466709137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5605016946792603},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4074927568435669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37338995933532715},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37092989683151245},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3280688524246216},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3210528492927551},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.20743098855018616}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3110025.3110114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3110114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W658020064","https://openalex.org/W1034019924","https://openalex.org/W1237863631","https://openalex.org/W1489024965","https://openalex.org/W1533349965","https://openalex.org/W1550258693","https://openalex.org/W1607545660","https://openalex.org/W1896888216","https://openalex.org/W2064675550","https://openalex.org/W2071629922","https://openalex.org/W2072828027","https://openalex.org/W2074909580","https://openalex.org/W2075878045","https://openalex.org/W2121719057","https://openalex.org/W2125269912","https://openalex.org/W2137607259","https://openalex.org/W2145241906","https://openalex.org/W2146888100","https://openalex.org/W2153579005","https://openalex.org/W2250539671","https://openalex.org/W2251787445","https://openalex.org/W2341928040","https://openalex.org/W2417936835","https://openalex.org/W2509884321","https://openalex.org/W2514588627","https://openalex.org/W2527896214","https://openalex.org/W2604272474","https://openalex.org/W2963626623","https://openalex.org/W2964121744","https://openalex.org/W2989245864","https://openalex.org/W3157964121","https://openalex.org/W4250089123","https://openalex.org/W6621906925","https://openalex.org/W6680585821"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2624957324","https://openalex.org/W2611614995","https://openalex.org/W2368651715","https://openalex.org/W2789919619","https://openalex.org/W2807321295","https://openalex.org/W2533046532","https://openalex.org/W3107474891","https://openalex.org/W2116648071","https://openalex.org/W2595373091"],"abstract_inverted_index":{"Identifying":[0],"medical":[1,27],"persona":[2,28],"from":[3,89],"a":[4,31,39,55,61,67],"social":[5,32],"media":[6,33],"post":[7,56],"is":[8,48],"of":[9,60,70,100],"paramount":[10],"importance":[11],"for":[12,74,123],"drug":[13],"marketing":[14],"and":[15,102,112,125],"pharmacovigilance.":[16],"In":[17],"this":[18,37,75],"work,":[19],"we":[20,78],"propose":[21,66,79],"multiple":[22,80],"approaches":[23],"to":[24,49,85],"infer":[25],"the":[26,51,106],"associated":[29],"with":[30],"post.":[34],"We":[35,64],"pose":[36],"as":[38],"supervised":[40],"multi-label":[41],"text":[42],"classification":[43],"problem.":[44],"The":[45],"main":[46],"challenge":[47],"identify":[50],"hidden":[52],"cues":[53],"in":[54,110,115],"that":[57,105],"are":[58],"indicative":[59],"particular":[62],"persona.":[63],"first":[65],"large":[68],"set":[69],"manually":[71],"engineered":[72],"features":[73,88],"task.":[76],"Further,":[77],"neural":[81],"network":[82],"based":[83,121],"architectures":[84],"extract":[86],"useful":[87],"these":[90],"posts":[91],"using":[92],"pre-trained":[93],"word":[94],"embeddings.":[95],"Our":[96],"experiments":[97],"on":[98],"thousands":[99],"blogs":[101,124],"tweets":[103,126],"show":[104],"proposed":[107],"approach":[108,122],"results":[109],"7%":[111],"5%":[113],"gain":[114],"F-measure":[116],"over":[117],"manual":[118],"feature":[119],"engineering":[120],"respectively.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}