{"id":"https://openalex.org/W4324301438","doi":"https://doi.org/10.1145/3543873.3587373","title":"Measuring and Detecting Virality on Social Media: The Case of Twitter\u2019s Viral Tweets Topic","display_name":"Measuring and Detecting Virality on Social Media: The Case of Twitter\u2019s Viral Tweets Topic","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4324301438","doi":"https://doi.org/10.1145/3543873.3587373"},"language":"en","primary_location":{"id":"doi:10.1145/3543873.3587373","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543873.3587373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2023","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2303.06120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081836422","display_name":"Tu\u011frulcan Elmas","orcid":"https://orcid.org/0000-0002-4305-1479"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tu\u011frulcan Elmas","raw_affiliation_strings":["Indiana University Bloomington, USA"],"affiliations":[{"raw_affiliation_string":"Indiana University Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055315199","display_name":"Selim Stephane","orcid":"https://orcid.org/0009-0000-3983-2320"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Selim Stephane","raw_affiliation_strings":["EPFL, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024014922","display_name":"C\u00e9lia Houssiaux","orcid":"https://orcid.org/0009-0009-1693-0724"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"C\u00e9lia Houssiaux","raw_affiliation_strings":["EPFL, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081836422"],"corresponding_institution_ids":["https://openalex.org/I4210119109"],"apc_list":null,"apc_paid":null,"fwci":7.3677,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.96737048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"314","last_page":"317"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7826991081237793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.71632981300354},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7147375345230103},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5387440919876099},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5142014026641846},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.48652806878089905},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4737706482410431},{"id":"https://openalex.org/keywords/true-positive-rate","display_name":"True positive rate","score":0.43964114785194397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3399771749973297},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2873339056968689}],"concepts":[{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7826991081237793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71632981300354},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7147375345230103},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5387440919876099},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5142014026641846},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.48652806878089905},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4737706482410431},{"id":"https://openalex.org/C2989486834","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"True positive rate","level":2,"score":0.43964114785194397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3399771749973297},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2873339056968689},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3543873.3587373","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543873.3587373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2023","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2303.06120","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.06120","pdf_url":"https://arxiv.org/pdf/2303.06120","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:infoscience.epfl.ch:308871","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/308871","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/308871","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2303.06120","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.06120","pdf_url":"https://arxiv.org/pdf/2303.06120","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4324301438.pdf","grobid_xml":"https://content.openalex.org/works/W4324301438.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1742402942","https://openalex.org/W2132786105","https://openalex.org/W2896457183","https://openalex.org/W2926948308","https://openalex.org/W2965373594","https://openalex.org/W3093841183","https://openalex.org/W3104186312","https://openalex.org/W3105966348","https://openalex.org/W3196268181","https://openalex.org/W3199441880","https://openalex.org/W3208458236","https://openalex.org/W3212575139","https://openalex.org/W4206026025","https://openalex.org/W4283317100","https://openalex.org/W4287813657","https://openalex.org/W4309416490","https://openalex.org/W4312680890","https://openalex.org/W4312892323","https://openalex.org/W4313060822","https://openalex.org/W4323066597"],"related_works":["https://openalex.org/W2027184711","https://openalex.org/W3129715955","https://openalex.org/W1557094818","https://openalex.org/W4287692494","https://openalex.org/W3047594718","https://openalex.org/W3187599676","https://openalex.org/W2953243682","https://openalex.org/W3027053746","https://openalex.org/W4299651861","https://openalex.org/W4386222044"],"abstract_inverted_index":{"Social":[0],"media":[1],"posts":[2,19],"may":[3,20,61,68],"go":[4],"viral":[5,48,65,112,158],"and":[6,94,169],"reach":[7],"large":[8],"numbers":[9],"of":[10,16,118,165],"people":[11],"within":[12],"a":[13,45,103,152],"short":[14],"period":[15],"time.":[17],"Such":[18],"threaten":[21],"the":[22,79,91,116,170],"public":[23],"dialogue":[24],"if":[25,44,115],"they":[26],"contain":[27],"misleading":[28],"content,":[29],"making":[30],"their":[31,39],"early":[32,156],"detection":[33],"highly":[34],"crucial.":[35],"Previous":[36],"works":[37],"proposed":[38],"own":[40,98],"metrics":[41,60,93],"to":[42,53,89,108,120,131,155],"annotate":[43],"tweet":[46,104,171],"is":[47,105],"or":[49,67],"not":[50,62],"in":[51,134,140],"order":[52],"automatically":[54],"detect":[55,157],"them":[56],"later.":[57],"However,":[58],"such":[59],"accurately":[63],"represent":[64],"tweets":[66,159],"introduce":[69],"too":[70],"many":[71],"false":[72,142],"positives.":[73],"In":[74],"this":[75,129],"work,":[76],"we":[77],"use":[78],"ground":[80],"truth":[81],"data":[82],"provided":[83],"by":[84,113],"Twitter\u2019s":[85],"\"Viral":[86],"Tweets\"":[87],"topic":[88],"review":[90],"current":[92],"also":[95,150],"propose":[96,151],"our":[97,135],"metric.":[99],"We":[100,127,149],"find":[101],"that":[102],"more":[106],"likely":[107],"be":[109,132],"classified":[110],"as":[111],"Twitter":[114],"ratio":[117],"retweets":[119],"its":[121],"author\u2019s":[122],"followers":[123],"exceeds":[124],"some":[125],"threshold.":[126],"found":[128],"threshold":[130],"2.16":[133],"experiments.":[136],"This":[137],"rule":[138],"results":[139],"less":[141],"positives":[143],"although":[144],"it":[145],"favors":[146],"smaller":[147],"accounts.":[148],"transformers-based":[153],"model":[154],"which":[160],"reports":[161],"an":[162],"F1":[163],"score":[164],"0.79.":[166],"The":[167],"code":[168],"ids":[172],"are":[173],"publicly":[174],"available":[175],"at:":[176],"https://github.com/tugrulz/ViralTweets":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2023-03-16T00:00:00"}
