{"id":"https://openalex.org/W4385482653","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191583","title":"A Comparison of Neural Word Embedding Language Models for Classifying Social Media Users in the Healthcare Context","display_name":"A Comparison of Neural Word Embedding Language Models for Classifying Social Media Users in the Healthcare Context","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385482653","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191583"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn54540.2023.10191583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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/A5020616232","display_name":"Enrico De Santis","orcid":"https://orcid.org/0000-0003-4915-0723"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico De Santis","raw_affiliation_strings":["Electronics and Telecommunications University of Rome “La Sapienza”,Department of Information Engineering,Rome,Italy,00184"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications University of Rome “La Sapienza”,Department of Information Engineering,Rome,Italy,00184","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102864628","display_name":"Alessio Martino","orcid":"https://orcid.org/0000-0003-1730-5436"},"institutions":[{"id":"https://openalex.org/I56441308","display_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","ror":"https://ror.org/01q8b6q23","country_code":"IT","type":"education","lineage":["https://openalex.org/I56441308"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Martino","raw_affiliation_strings":["LUISS University,Department of Business and Management,Rome,Italy,00197"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LUISS University,Department of Business and Management,Rome,Italy,00197","institution_ids":["https://openalex.org/I56441308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109614120","display_name":"Francesca Ronci","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Ronci","raw_affiliation_strings":["Electronics and Telecommunications University of Rome “La Sapienza”,Department of Information Engineering,Rome,Italy,00184"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications University of Rome “La Sapienza”,Department of Information Engineering,Rome,Italy,00184","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025282612","display_name":"Antonello Rizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonello Rizzi","raw_affiliation_strings":["Electronics and Telecommunications University of Rome “La Sapienza”,Department of Information Engineering,Rome,Italy,00184"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications University of Rome “La Sapienza”,Department of Information Engineering,Rome,Italy,00184","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9973999857902527,"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/T10028","display_name":"Topic Modeling","score":0.9973999857902527,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.98580002784729,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8037483096122742},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6539623737335205},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6347962617874146},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6236513257026672},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6132876873016357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5897906422615051},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.561798095703125},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5052648186683655},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49587830901145935},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.49587544798851013},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.48733338713645935},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.45219266414642334},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.41807636618614197},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3955005407333374},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3174048066139221},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09501498937606812}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8037483096122742},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6539623737335205},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6347962617874146},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6236513257026672},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6132876873016357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5897906422615051},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.561798095703125},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5052648186683655},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49587830901145935},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.49587544798851013},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.48733338713645935},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.45219266414642334},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.41807636618614197},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3955005407333374},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3174048066139221},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09501498937606812},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":3,"locations":[{"id":"doi:10.1109/ijcnn54540.2023.10191583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.luiss.it:11385/230198","is_oa":false,"landing_page_url":"https://hdl.handle.net/11385/230198","pdf_url":null,"source":{"id":"https://openalex.org/S4377196446","display_name":"IRIS - Institutional Research Information System (Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56441308","host_organization_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","host_organization_lineage":["https://openalex.org/I56441308"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.uniroma1.it:11573/1687860","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1687860","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1614298861","https://openalex.org/W1983578042","https://openalex.org/W2002514548","https://openalex.org/W2076766778","https://openalex.org/W2101234009","https://openalex.org/W2131567188","https://openalex.org/W2141599568","https://openalex.org/W2187089797","https://openalex.org/W2250539671","https://openalex.org/W2397944984","https://openalex.org/W2515248967","https://openalex.org/W2749701213","https://openalex.org/W2779179495","https://openalex.org/W2896457183","https://openalex.org/W2951934944","https://openalex.org/W2963923670","https://openalex.org/W3035764310","https://openalex.org/W3041311242","https://openalex.org/W3042262243","https://openalex.org/W3091571146","https://openalex.org/W3098781046","https://openalex.org/W4239510810","https://openalex.org/W4294170691","https://openalex.org/W4307976116","https://openalex.org/W4321021524","https://openalex.org/W4360618568","https://openalex.org/W4413288418","https://openalex.org/W6636510571","https://openalex.org/W6675354045","https://openalex.org/W6680890276","https://openalex.org/W6682691769","https://openalex.org/W6755207826","https://openalex.org/W6846553279"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4286432911","https://openalex.org/W3093943447","https://openalex.org/W3200224724"],"abstract_inverted_index":{"In":[0,30,78],"the":[1,11,15,25,57,70,119,129],"era":[2],"of":[3,24,28,55,73,83,118],"generalist":[4],"social":[5],"media,":[6],"finding":[7],"users":[8,104],"who":[9],"share":[10],"same":[12,16],"diseases":[13],"and":[14,91,114],"related":[17,36],"experiences":[18],"during":[19],"their":[20],"course":[21],"is":[22,48,132],"one":[23],"main":[26],"objectives":[27],"patients.":[29],"this":[31,79],"reference":[32],"framework,":[33],"in":[34,60,66,99],"applications":[35],"to":[37,43,50,101,106],"recommender":[38],"systems":[39],"or":[40],"infoveillance,":[41],"just":[42],"name":[44],"a":[45,81],"few,":[46],"it":[47],"useful":[49],"synthesize":[51],"language":[52],"models":[53,120],"capable":[54],"capturing":[56],"semantic":[58,84,115],"relationships":[59],"short":[61],"texts":[62],"written":[63],"by":[64,126],"patients":[65],"various":[67],"posts,":[68],"with":[69],"dual":[71],"goal":[72],"training":[74],"well-performing":[75],"classification":[76,113],"systems.":[77],"work,":[80],"series":[82],"text":[85],"representation":[86],"approaches":[87],"-":[88,93],"both":[89],"traditional":[90],"advanced":[92],"are":[94,121],"compared":[95],"through":[96],"NLP":[97],"techniques,":[98],"order":[100],"classify":[102],"Italian":[103],"belonging":[105],"discussion":[107],"groups":[108],"on":[109],"medical":[110],"topics.":[111],"The":[112],"evaluation":[116],"experiments":[117],"satisfactory":[122],"above":[123],"all,":[124],"especially":[125],"considering":[127],"that":[128],"collected":[130],"dataset":[131],"unbalanced.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}