{"id":"https://openalex.org/W4382201614","doi":"https://doi.org/10.1145/3582768.3582779","title":"Analyzing the Impact of User Behaviors on the Popularity of Tweets: A Use Case from Masking Conversations During the Covid-19 Pandemic","display_name":"Analyzing the Impact of User Behaviors on the Popularity of Tweets: A Use Case from Masking Conversations During the Covid-19 Pandemic","publication_year":2022,"publication_date":"2022-12-16","ids":{"openalex":"https://openalex.org/W4382201614","doi":"https://doi.org/10.1145/3582768.3582779"},"language":"en","primary_location":{"id":"doi:10.1145/3582768.3582779","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582768.3582779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval","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/A5030518876","display_name":"Julia Warnken","orcid":"https://orcid.org/0000-0003-1335-023X"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Julia Warnken","raw_affiliation_strings":["Dept. of CSE, Univ. of Connecticut, USA"],"raw_orcid":"https://orcid.org/0000-0003-1335-023X","affiliations":[{"raw_affiliation_string":"Dept. of CSE, Univ. of Connecticut, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062836381","display_name":"Swapna S. Gokhale","orcid":"https://orcid.org/0000-0001-8443-8146"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Swapna Gokhale","raw_affiliation_strings":["Dept. of CSE, Univ. of Connecticut, USA"],"raw_orcid":"https://orcid.org/0000-0001-8443-8146","affiliations":[{"raw_affiliation_string":"Dept. of CSE, Univ. of Connecticut, USA","institution_ids":["https://openalex.org/I140172145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030518876"],"corresponding_institution_ids":["https://openalex.org/I140172145"],"apc_list":null,"apc_paid":null,"fwci":0.3959,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75955196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"222","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"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":0.9998000264167786,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9768000245094299,"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/popularity","display_name":"Popularity","score":0.9648247957229614},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.8870822787284851},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6737006902694702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6706923246383667},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6706120371818542},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.6162188649177551},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5390879511833191},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.42616042494773865},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.36735963821411133},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.32772696018218994},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1931907832622528},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1477677822113037},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08179083466529846}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9648247957229614},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.8870822787284851},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6737006902694702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6706923246383667},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6706120371818542},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.6162188649177551},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5390879511833191},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.42616042494773865},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.36735963821411133},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32772696018218994},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1931907832622528},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1477677822113037},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08179083466529846},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3582768.3582779","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582768.3582779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W304537389","https://openalex.org/W2052817812","https://openalex.org/W2793933142","https://openalex.org/W2933510293","https://openalex.org/W3016873990","https://openalex.org/W3024620668","https://openalex.org/W3025487928","https://openalex.org/W3104075975","https://openalex.org/W3133818858","https://openalex.org/W3163559067","https://openalex.org/W4200044348","https://openalex.org/W4221127669","https://openalex.org/W4292411367","https://openalex.org/W4293054955"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3197131596","https://openalex.org/W4390616380","https://openalex.org/W4388666321","https://openalex.org/W4205914924","https://openalex.org/W4283459170","https://openalex.org/W2962981892","https://openalex.org/W2093123876","https://openalex.org/W4388192780","https://openalex.org/W2217604302"],"abstract_inverted_index":{"The":[0,141],"Covid-19":[1],"pandemic":[2,329],"has":[3],"unleashed":[4],"an":[5],"infodemic":[6],"of":[7,37,58,93,99,109,126,137,158,166,229],"misinformation":[8,63],"especially":[9],"about":[10],"important":[11],"health":[12],"measures":[13],"such":[14],"as":[15],"vaccines":[16],"and":[17,139,189,199,210,226,231,256],"masks.":[18],"Social":[19],"media":[20,257],"companies":[21],"have":[22,258,331],"struggled":[23],"to":[24,61,76,83,185,266,293,312],"keep":[25],"up":[26],"with":[27,123,196,236,270],"identifying":[28],"content":[29,60],"that":[30,39,80,177,191,243,246,324],"separates":[31],"these":[32,208,224],"falsehoods":[33],"from":[34,318],"the":[35,59,90,107,110,124,130,135,155,162,167,183,204,227,244,319,328,335],"volumes":[36],"information":[38],"is":[40,74,95,132,143],"shared":[41],"over":[42],"their":[43,100,127,187,200,237,250,263],"platforms.":[44],"Because":[45],"automated":[46],"detection":[47],"approaches":[48],"can":[49,69],"only":[50,77],"reach":[51],"moderate":[52],"accuracy":[53],"(\u223c80%),":[54],"some":[55],"manual":[56,67],"examination":[57],"separate":[62],"becomes":[64],"necessary.":[65],"This":[66],"assessment":[68],"be":[70,84,304],"efficient":[71],"if":[72],"it":[73,103],"limited":[75],"those":[78,176,190],"posts":[79,94],"are":[81,120,171,233],"likely":[82],"successful":[85],"in":[86,182],"gaining":[87],"popularity.":[88],"Predicting":[89],"future":[91],"popularity":[92,125,131,264],"certainly":[96],"a":[97,146,301,306],"function":[98],"content,":[101],"but":[102,286],"also":[104],"depends":[105],"on":[106,145,154,262],"actions":[108,119,212],"users.":[111,272],"In":[112],"this":[113],"paper,":[114],"we":[115],"analyze":[116],"which":[117,207,216],"users\u2019":[118,278,297],"significantly":[121],"correlated":[122],"tweets,":[128],"where":[129],"assessed":[133],"using":[134],"numbers":[136,228],"likes":[138,230],"retweets.":[140],"investigation":[142],"conducted":[144],"year-long":[147],"data":[148],"gathered":[149],"by":[150,206],"sampling":[151],"Twitter":[152],"conversations":[153],"controversial":[156],"issue":[157],"face":[159],"masks":[160],"during":[161,327],"acute,":[163],"first":[164],"year":[165],"pandemic.":[168],"User":[169],"parameters":[170,225],"grouped":[172],"into":[173,249],"two":[174],"\u2013":[175],"involve":[178],"including":[179,252],"various":[180],"artifacts":[181,245],"tweets":[184,251,279],"boost":[186],"popularity,":[188,219],"represent":[192],"how":[193,267],"users":[194,198,247,274],"interact":[195,269],"other":[197,271,277,296],"content.":[201,298],"After":[202],"providing":[203],"context":[205],"short-":[209],"long-term":[211],"build":[213],"social":[214],"relationships":[215],"help":[217],"drive":[218],"Pearson's":[220],"correlation":[221],"coefficients":[222],"between":[223],"retweets":[232],"computed,":[234],"along":[235],"statistical":[238],"significance.":[239],"Our":[240],"results":[241],"indicate":[242],"incorporate":[248],"hashtags,":[253],"mentions,":[254],"URLs,":[255],"no":[259],"significant":[260],"influence":[261],"compared":[265,311],"they":[268,281,287],"Moreover,":[273],"may":[275,303,330],"like":[276],"when":[280],"share":[282],"follower-followee":[283],"(impersonal)":[284],"relationships,":[285],"look":[288],"for":[289,337],"stronger,":[290],"trusted":[291],"friendships":[292],"actively":[294],"retweet":[295],"Thus,":[299],"\u201cliking\u201d":[300],"tweet":[302],"considered":[305],"much":[307],"more":[308],"casual":[309],"endorsement":[310],"\u201cretweeting\u201d.":[313],"These":[314],"findings":[315],"contradict":[316],"observations":[317],"pre-Covid":[320],"era,":[321],"perhaps":[322],"suggesting":[323],"online":[325],"behaviors":[326],"altered":[332],"fundamentally,":[333],"underscoring":[334],"need":[336],"further":[338],"research.":[339]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
