{"id":"https://openalex.org/W4293691717","doi":"https://doi.org/10.1109/hsi55341.2022.9869484","title":"Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence","display_name":"Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence","publication_year":2022,"publication_date":"2022-07-28","ids":{"openalex":"https://openalex.org/W4293691717","doi":"https://doi.org/10.1109/hsi55341.2022.9869484"},"language":"en","primary_location":{"id":"doi:10.1109/hsi55341.2022.9869484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi55341.2022.9869484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Conference on Human System Interaction (HSI)","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/A5059677876","display_name":"Kirishnni Prabagar","orcid":"https://orcid.org/0009-0007-2149-0773"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Kirishnni Prabagar","raw_affiliation_strings":["University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","institution_ids":["https://openalex.org/I195740183"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064358379","display_name":"Kogul Srikandabala","orcid":null},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Kogul Srikandabala","raw_affiliation_strings":["University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","institution_ids":["https://openalex.org/I195740183"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074247029","display_name":"Nilaan Loganathan","orcid":null},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Nilaan Loganathan","raw_affiliation_strings":["University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","institution_ids":["https://openalex.org/I195740183"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064845769","display_name":"Daswin De Silva","orcid":"https://orcid.org/0000-0003-3878-5969"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daswin De Silva","raw_affiliation_strings":["La Trobe University,Research Centre for Data Analytics and Cognition,Australia","Research Centre for Data Analytics and Cognition, La Trobe University, Australia"],"affiliations":[{"raw_affiliation_string":"La Trobe University,Research Centre for Data Analytics and Cognition,Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"Research Centre for Data Analytics and Cognition, La Trobe University, Australia","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077560052","display_name":"Gihan Gamage","orcid":"https://orcid.org/0000-0003-0837-0076"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gihan Gamage","raw_affiliation_strings":["La Trobe University,Research Centre for Data Analytics and Cognition,Australia","Research Centre for Data Analytics and Cognition, La Trobe University, Australia"],"affiliations":[{"raw_affiliation_string":"La Trobe University,Research Centre for Data Analytics and Cognition,Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"Research Centre for Data Analytics and Cognition, La Trobe University, Australia","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060760083","display_name":"Prabod Rathnayaka","orcid":"https://orcid.org/0000-0003-2078-057X"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prabod Rathnayaka","raw_affiliation_strings":["La Trobe University,Research Centre for Data Analytics and Cognition,Australia","Research Centre for Data Analytics and Cognition, La Trobe University, Australia"],"affiliations":[{"raw_affiliation_string":"La Trobe University,Research Centre for Data Analytics and Cognition,Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"Research Centre for Data Analytics and Cognition, La Trobe University, Australia","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025331455","display_name":"Amal Shehan Perera","orcid":"https://orcid.org/0000-0003-3683-2098"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Amal Shehan Perera","raw_affiliation_strings":["University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"University of Moratuwa,Department of Computer Science and Engineering,Sri Lanka","institution_ids":["https://openalex.org/I195740183"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008490552","display_name":"Damminda Alahakoon","orcid":"https://orcid.org/0000-0003-3291-888X"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Damminda Alahakoon","raw_affiliation_strings":["La Trobe University,Research Centre for Data Analytics and Cognition,Australia","Research Centre for Data Analytics and Cognition, La Trobe University, Australia"],"affiliations":[{"raw_affiliation_string":"La Trobe University,Research Centre for Data Analytics and Cognition,Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"Research Centre for Data Analytics and Cognition, La Trobe University, Australia","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5059677876"],"corresponding_institution_ids":["https://openalex.org/I195740183"],"apc_list":null,"apc_paid":null,"fwci":1.895,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88358599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"13","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"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":0.9998999834060669,"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/T10833","display_name":"Vaccine Coverage and Hesitancy","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9894000291824341,"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/disinformation","display_name":"Disinformation","score":0.8266096115112305},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7671138048171997},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.6943579316139221},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5962653160095215},{"id":"https://openalex.org/keywords/vaccination","display_name":"Vaccination","score":0.5222669243812561},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.48008328676223755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42161858081817627},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3495256304740906},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3441013693809509},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34256789088249207},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.19200482964515686}],"concepts":[{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.8266096115112305},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7671138048171997},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6943579316139221},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5962653160095215},{"id":"https://openalex.org/C22070199","wikidata":"https://www.wikidata.org/wiki/Q192995","display_name":"Vaccination","level":2,"score":0.5222669243812561},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.48008328676223755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42161858081817627},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3495256304740906},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3441013693809509},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34256789088249207},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.19200482964515686},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hsi55341.2022.9869484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi55341.2022.9869484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1714665356","https://openalex.org/W1987290990","https://openalex.org/W2028401222","https://openalex.org/W2036408832","https://openalex.org/W2076722383","https://openalex.org/W2098043510","https://openalex.org/W2104923010","https://openalex.org/W2123130307","https://openalex.org/W2137960472","https://openalex.org/W2140996161","https://openalex.org/W2147194983","https://openalex.org/W2178725228","https://openalex.org/W2204903514","https://openalex.org/W2294093212","https://openalex.org/W2756109707","https://openalex.org/W2895961568","https://openalex.org/W2911715381","https://openalex.org/W2962668235","https://openalex.org/W3011345566","https://openalex.org/W3027499708","https://openalex.org/W3045045932","https://openalex.org/W3087482290","https://openalex.org/W3090473955","https://openalex.org/W3097203256","https://openalex.org/W3097476172","https://openalex.org/W3097590906","https://openalex.org/W3101302243","https://openalex.org/W3101739755","https://openalex.org/W3128585438","https://openalex.org/W3134173694","https://openalex.org/W3135627339","https://openalex.org/W3145531119","https://openalex.org/W3148511013","https://openalex.org/W3171261489","https://openalex.org/W3173508472","https://openalex.org/W3194604497","https://openalex.org/W4288079542"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3043508177","https://openalex.org/W4382752644","https://openalex.org/W4309170162","https://openalex.org/W4380353675","https://openalex.org/W2043544044","https://openalex.org/W3209170404","https://openalex.org/W3049488969","https://openalex.org/W3119540162","https://openalex.org/W3152916563"],"abstract_inverted_index":{"Safe":[0],"and":[1,47,50,75,79,101,109,139,173,181,192],"effective":[2],"vaccination":[3,17],"is":[4,63],"leading":[5],"the":[6,9,13,93,125,147,157,179,187,190,203,215,223],"recovery":[7],"from":[8,111,222],"COVID-19":[10,84,98,224],"pandemic.":[11,225],"Despite":[12],"urgency":[14],"of":[15,24,60,119,127,130,149,156,183,189,205],"full":[16],"that":[18,142,152],"prevents":[19],"serious":[20],"illness,":[21],"a":[22,41,66,128,154,219],"state":[23],"vaccine":[25,48,56,85,158,169,174,212],"messaging":[26,86,159,213],"augmented":[27],"by":[28],"disinformation":[29],"campaigns":[30],"in":[31,87,198],"online":[32,88],"social":[33,44,89,105,161],"networks":[34],"has":[35],"emerged.":[36],"Several":[37],"studies":[38],"have":[39,143],"established":[40],"link":[42],"between":[43],"media":[45,106],"activity":[46],"messaging,":[49],"most":[51],"platforms":[52],"are":[53,122],"actively":[54],"removing":[55],"disinformation.":[57],"The":[58,117],"objective":[59],"this":[61,120],"study":[62,121,207],"to":[64,72,114,218],"apply":[65],"validated":[67],"Artificial":[68],"Intelligence":[69],"(AI)":[70],"framework":[71,94],"extract,":[73],"analyze":[74],"synthesize":[76],"themes,":[77],"emotions":[78,184,195],"emotion":[80],"transitions":[81],"associated":[82],"with":[83],"networks.":[90],"We":[91,201],"applied":[92],"on":[95,103,134,176],"approximately":[96],"400,000":[97],"vaccine-related":[99],"posts":[100],"conversations":[102],"two":[104],"platforms,":[107],"Twitter":[108],"Reddit,":[110],"March":[112],"2020":[113],"September":[115],"2021.":[116],"results":[118],"threefold,":[123],"firstly,":[124],"discovery":[126,148],"minority":[129],"implied":[131],"anti-vaccine":[132],"themes":[133,151],"infertility,":[135],"microchips,":[136],"gene":[137],"editing":[138],"fetal":[140],"cells":[141],"remained":[144],"undetected.":[145],"Secondly,":[146],"six":[150],"capture":[153],"majority":[155],"namely,":[160],"lockdown":[162],"measures,":[163],"frontline":[164],"healthcare":[165],"providers,":[166],"side":[167],"effects,":[168],"distribution,":[170],"breakthrough":[171],"infections":[172],"efficacy":[175],"variants.":[177],"Thirdly,":[178],"variety":[180],"intensity":[182],"expressed":[185,197],"since":[186],"start":[188],"pandemic,":[191],"comparatively":[193],"negative":[194],"being":[196],"recent":[199],"months.":[200],"anticipate":[202],"findings":[204],"our":[206],"will":[208],"contribute":[209],"towards":[210],"improved":[211],"as":[214],"world":[216],"returns":[217],"new":[220],"normal":[221]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}