{"id":"https://openalex.org/W4403212413","doi":"https://doi.org/10.1109/clei64178.2024.10700271","title":"Can Pharmacovigilance Be Performed on Social Media? Mining Adverse Vaccine Reactions From Twitter","display_name":"Can Pharmacovigilance Be Performed on Social Media? Mining Adverse Vaccine Reactions From Twitter","publication_year":2024,"publication_date":"2024-08-12","ids":{"openalex":"https://openalex.org/W4403212413","doi":"https://doi.org/10.1109/clei64178.2024.10700271"},"language":"en","primary_location":{"id":"doi:10.1109/clei64178.2024.10700271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clei64178.2024.10700271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 L Latin American Computer Conference (CLEI)","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/A5036900590","display_name":"Mar\u00eda Jimena Mart\u00ednez","orcid":"https://orcid.org/0000-0002-0443-5795"},"institutions":[{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Jimena Mart\u00ednez","raw_affiliation_strings":["ISISTAN, Tandil, Bs. As., Argentina,UNCPBA, Fac. Cs. Exactas,Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISISTAN, Tandil, Bs. As., Argentina,UNCPBA, Fac. Cs. Exactas,Argentina","institution_ids":["https://openalex.org/I4210104225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050049360","display_name":"Silvia Schiaffino","orcid":"https://orcid.org/0000-0002-7616-9756"},"institutions":[{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Silvia N. Schiaffino","raw_affiliation_strings":["ISISTAN, Tandil, Bs. As., Argentina,UNCPBA, Fac. Cs. Exactas,Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISISTAN, Tandil, Bs. As., Argentina,UNCPBA, Fac. Cs. Exactas,Argentina","institution_ids":["https://openalex.org/I4210104225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004741967","display_name":"Daniela Godoy","orcid":"https://orcid.org/0000-0002-5185-4570"},"institutions":[{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Daniela L. Godoy","raw_affiliation_strings":["ISISTAN, Tandil, Bs. As., Argentina,UNCPBA, Fac. Cs. Exactas,Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISISTAN, Tandil, Bs. As., Argentina,UNCPBA, Fac. Cs. Exactas,Argentina","institution_ids":["https://openalex.org/I4210104225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008182880","display_name":"Ignacio Ponzoni","orcid":"https://orcid.org/0000-0002-6923-9592"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I56858762","display_name":"Universidad Nacional del Sur","ror":"https://ror.org/028crwz56","country_code":"AR","type":"education","lineage":["https://openalex.org/I56858762"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Ignacio Ponzoni","raw_affiliation_strings":["Institute for Computer Science and Engineering, Universidad Nacional del Sur, Bahía Blanca, Argentina,UNS-CONICET,Department of Computer Science and Engineering,Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computer Science and Engineering, Universidad Nacional del Sur, Bahía Blanca, Argentina,UNS-CONICET,Department of Computer Science and Engineering,Argentina","institution_ids":["https://openalex.org/I151201029","https://openalex.org/I56858762"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074068834","display_name":"Axel J. Soto","orcid":"https://orcid.org/0000-0002-9021-7566"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I56858762","display_name":"Universidad Nacional del Sur","ror":"https://ror.org/028crwz56","country_code":"AR","type":"education","lineage":["https://openalex.org/I56858762"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Axel J. Soto","raw_affiliation_strings":["Institute for Computer Science and Engineering, Universidad Nacional del Sur, Bahía Blanca, Argentina,UNS-CONICET,Department of Computer Science and Engineering,Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computer Science and Engineering, Universidad Nacional del Sur, Bahía Blanca, Argentina,UNS-CONICET,Department of Computer Science and Engineering,Argentina","institution_ids":["https://openalex.org/I151201029","https://openalex.org/I56858762"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.648,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86480842,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9958000183105469,"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/T11492","display_name":"Academic integrity and plagiarism","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9674999713897705,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pharmacovigilance","display_name":"Pharmacovigilance","score":0.8809287548065186},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.8156341314315796},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.5837523937225342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4241490066051483},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.387911319732666},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3762262463569641},{"id":"https://openalex.org/keywords/adverse-effect","display_name":"Adverse effect","score":0.31557697057724},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28989914059638977},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22586703300476074},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.1440921425819397}],"concepts":[{"id":"https://openalex.org/C57658597","wikidata":"https://www.wikidata.org/wiki/Q1550789","display_name":"Pharmacovigilance","level":3,"score":0.8809287548065186},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8156341314315796},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5837523937225342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4241490066051483},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.387911319732666},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3762262463569641},{"id":"https://openalex.org/C197934379","wikidata":"https://www.wikidata.org/wiki/Q2047938","display_name":"Adverse effect","level":2,"score":0.31557697057724},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28989914059638977},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22586703300476074},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.1440921425819397}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/clei64178.2024.10700271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clei64178.2024.10700271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 L Latin American Computer Conference (CLEI)","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":20,"referenced_works":["https://openalex.org/W107610923","https://openalex.org/W2102742655","https://openalex.org/W2145578524","https://openalex.org/W2912695917","https://openalex.org/W2979826702","https://openalex.org/W3048905614","https://openalex.org/W3080916705","https://openalex.org/W3121914643","https://openalex.org/W3129261571","https://openalex.org/W3165710938","https://openalex.org/W3166129354","https://openalex.org/W4213438497","https://openalex.org/W4288690436","https://openalex.org/W4294214983","https://openalex.org/W4366967258","https://openalex.org/W4387856922","https://openalex.org/W6755207826","https://openalex.org/W6803568190","https://openalex.org/W6843853820","https://openalex.org/W6855179440"],"related_works":["https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2153980712","https://openalex.org/W2537388533","https://openalex.org/W2978974359","https://openalex.org/W2036556872","https://openalex.org/W2021183651","https://openalex.org/W2017590198","https://openalex.org/W2353191283"],"abstract_inverted_index":{"Pharmacovigilance":[0],"performed":[1],"from":[2],"social":[3],"media":[4],"data":[5],"is":[6],"an":[7],"active":[8],"research":[9],"field":[10],"that":[11,95],"contributes":[12],"to":[13,37,62,107],"the":[14,39,51],"automatic":[15],"detection":[16],"of":[17,22,42,53,65,70,77,103],"adverse":[18,83],"drug":[19],"reactions":[20,84],"(ADRs)":[21],"medications":[23],"and":[24,85],"vaccines.":[25],"Natural":[26],"language":[27,87],"processing":[28],"techniques":[29],"combined":[30],"with":[31],"machine":[32,109],"learning":[33,56,110],"models":[34,88,97],"are":[35],"used":[36],"perform":[38],"challenging":[40],"task":[41],"analyzing":[43],"heterogeneous":[44],"short":[45],"text":[46,90],"content.":[47],"This":[48],"study":[49],"explores":[50],"application":[52],"state-of-the-art":[54],"transfer":[55],"approaches":[57],"for":[58,89],"classifying":[59],"Spanish":[60],"tweets":[61,79],"identify":[63],"mentions":[64],"ADRs":[66],"as":[67],"a":[68,75],"result":[69],"COVID-19":[71,81],"vaccination.":[72],"We":[73],"created":[74],"corpus":[76],"1332":[78],"about":[80],"post-vaccination":[82],"employed":[86],"classification.":[91],"Preliminary":[92],"results":[93],"suggest":[94],"these":[96],"achieve":[98],"superior":[99],"performances":[100],"in":[101],"terms":[102],"F1":[104],"score":[105],"compared":[106],"traditional":[108],"models.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}