{"id":"https://openalex.org/W4220653940","doi":"https://doi.org/10.1145/3522756","title":"Fake News Propagation: A Review of Epidemic Models, Datasets, and Insights","display_name":"Fake News Propagation: A Review of Epidemic Models, Datasets, and Insights","publication_year":2022,"publication_date":"2022-03-30","ids":{"openalex":"https://openalex.org/W4220653940","doi":"https://doi.org/10.1145/3522756"},"language":"en","primary_location":{"id":"doi:10.1145/3522756","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3522756","pdf_url":null,"source":{"id":"https://openalex.org/S131231701","display_name":"ACM Transactions on the Web","issn_l":"1559-1131","issn":["1559-1131","1559-114X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on the Web","raw_type":"journal-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/A5090825552","display_name":"Simone Raponi","orcid":"https://orcid.org/0000-0002-1813-546X"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Simone Raponi","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-1813-546X","affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084661383","display_name":"Zeinab Khalifa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Zeinab Khalifa","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062407436","display_name":"Gabriele Oligeri","orcid":"https://orcid.org/0000-0002-9637-0430"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Gabriele Oligeri","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065932621","display_name":"Roberto Di Pietro","orcid":"https://orcid.org/0000-0003-1909-0336"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Roberto Di Pietro","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":24.795,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.99628669,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"16","issue":"3","first_page":"1","last_page":"34"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9847999811172485,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.978600025177002,"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/computer-science","display_name":"Computer science","score":0.7281860113143921},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7073951959609985},{"id":"https://openalex.org/keywords/phenomenon","display_name":"Phenomenon","score":0.6925908327102661},{"id":"https://openalex.org/keywords/multitude","display_name":"Multitude","score":0.6863663196563721},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6848081350326538},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3208971619606018},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.17008620500564575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7281860113143921},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7073951959609985},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.6925908327102661},{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.6863663196563721},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6848081350326538},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3208971619606018},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.17008620500564575},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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:10.1145/3522756","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3522756","pdf_url":null,"source":{"id":"https://openalex.org/S131231701","display_name":"ACM Transactions on the Web","issn_l":"1559-1131","issn":["1559-1131","1559-114X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on the Web","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W22683957","https://openalex.org/W564951312","https://openalex.org/W1552414050","https://openalex.org/W1583308082","https://openalex.org/W1943015726","https://openalex.org/W1967613408","https://openalex.org/W1969689725","https://openalex.org/W1971751506","https://openalex.org/W1975522802","https://openalex.org/W1977878271","https://openalex.org/W1980868027","https://openalex.org/W1981052483","https://openalex.org/W1981589225","https://openalex.org/W1982495678","https://openalex.org/W1989524890","https://openalex.org/W1995698352","https://openalex.org/W2001081968","https://openalex.org/W2001390068","https://openalex.org/W2008620264","https://openalex.org/W2011439664","https://openalex.org/W2018934112","https://openalex.org/W2026779701","https://openalex.org/W2029109606","https://openalex.org/W2030540141","https://openalex.org/W2032897813","https://openalex.org/W2038562061","https://openalex.org/W2046522752","https://openalex.org/W2050316258","https://openalex.org/W2050619059","https://openalex.org/W2053921869","https://openalex.org/W2058719535","https://openalex.org/W2058904112","https://openalex.org/W2060364385","https://openalex.org/W2061269065","https://openalex.org/W2076367080","https://openalex.org/W2076718192","https://openalex.org/W2084591134","https://openalex.org/W2086627840","https://openalex.org/W2088478925","https://openalex.org/W2090235841","https://openalex.org/W2094935130","https://openalex.org/W2111772797","https://openalex.org/W2127492100","https://openalex.org/W2130863673","https://openalex.org/W2131750863","https://openalex.org/W2153204928","https://openalex.org/W2155731351","https://openalex.org/W2156716308","https://openalex.org/W2164082612","https://openalex.org/W2224870114","https://openalex.org/W2248777421","https://openalex.org/W2511518709","https://openalex.org/W2513032237","https://openalex.org/W2529088107","https://openalex.org/W2549891891","https://openalex.org/W2582561810","https://openalex.org/W2596225776","https://openalex.org/W2604272474","https://openalex.org/W2757917187","https://openalex.org/W2784089844","https://openalex.org/W2791544114","https://openalex.org/W2801267666","https://openalex.org/W2810806782","https://openalex.org/W2883612379","https://openalex.org/W2892088269","https://openalex.org/W2894665583","https://openalex.org/W2899204128","https://openalex.org/W2899708032","https://openalex.org/W2911715381","https://openalex.org/W2913668833","https://openalex.org/W2915332473","https://openalex.org/W2945928904","https://openalex.org/W2950010073","https://openalex.org/W2959098101","https://openalex.org/W2963503659","https://openalex.org/W2968078309","https://openalex.org/W2977886427","https://openalex.org/W2979123790","https://openalex.org/W2981483943","https://openalex.org/W2982047289","https://openalex.org/W3007379413","https://openalex.org/W3023903980","https://openalex.org/W3041412367","https://openalex.org/W3099969994","https://openalex.org/W3108042604","https://openalex.org/W3122178057","https://openalex.org/W3197228239","https://openalex.org/W4231505782","https://openalex.org/W4288079542","https://openalex.org/W4312512934","https://openalex.org/W6743987383"],"related_works":["https://openalex.org/W2424823266","https://openalex.org/W2165999894","https://openalex.org/W4248817909","https://openalex.org/W4367048510","https://openalex.org/W3176073495","https://openalex.org/W2504762590","https://openalex.org/W1997878815","https://openalex.org/W2336901448","https://openalex.org/W3037211763","https://openalex.org/W3089522297"],"abstract_inverted_index":{"Fake":[0],"news":[1],"propagation":[2,39,46,59,82],"is":[3,18,41],"a":[4,9,36,133],"complex":[5],"phenomenon":[6,40],"influenced":[7],"by":[8,50,61,85],"multitude":[10],"of":[11,35,76,80],"factors":[12],"whose":[13],"identification":[14],"and":[15,67,91,108,114],"impact":[16],"assessment":[17],"challenging.":[19],"Although":[20],"many":[21],"models":[22,83],"have":[23,111,132],"been":[24,112],"proposed":[25],"in":[26,93,116,123,143],"the":[27,29,33,57,77,94,99,128,138,144],"literature,":[28],"one":[30],"capturing":[31],"all":[32],"properties":[34],"real":[37],"fake-news":[38,58,81],"inevitably":[42],"still":[43],"missing.":[44],"Modern":[45],"models,":[47,53,104],"mainly":[48],"inspired":[49],"old":[51],"epidemiological":[52],"attempt":[54],"to":[55,136],"approximate":[56],"phenomena":[60],"blending":[62],"psychological":[63],"factors,":[64],"social":[65],"relations,":[66],"user":[68],"behavior.":[69],"This":[70],"work":[71],"provides":[72],"an":[73],"in-depth":[74],"analysis":[75,120],"current":[78],"state":[79],"supported":[84],"real-world":[86],"datasets.":[87],"We":[88],"highlighted":[89,129],"similarities":[90],"differences":[92],"modeling":[95],"approaches,":[96],"wrapping":[97],"up":[98],"main":[100],"research":[101,130,142],"trends.":[102],"Propagation":[103],"transitions,":[105],"network":[106],"topologies,":[107],"performance":[109],"metrics":[110],"identified":[113],"discussed":[115],"detail.":[117],"The":[118],"thorough":[119],"we":[121],"provided":[122],"this":[124],"article,":[125],"coupled":[126],"with":[127],"hints,":[131],"high":[134],"potential":[135],"pave":[137],"way":[139],"for":[140],"future":[141],"area.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
