{"id":"https://openalex.org/W3044534474","doi":"https://doi.org/10.1145/3393880","title":"The Future of False Information Detection on Social Media","display_name":"The Future of False Information Detection on Social Media","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3044534474","doi":"https://doi.org/10.1145/3393880","mag":"3044534474"},"language":"en","primary_location":{"id":"doi:10.1145/3393880","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3393880","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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 Computing Surveys","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":null,"display_name":"Bin Guo","orcid":"https://orcid.org/0000-0001-7631-3386"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Guo","raw_affiliation_strings":["Northwestern Polytechnical University, P.R. China"],"raw_orcid":"https://orcid.org/0000-0001-7631-3386","affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, P.R. China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071167925","display_name":"Yasan Ding","orcid":"https://orcid.org/0000-0001-9051-5865"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yasan Ding","raw_affiliation_strings":["Northwestern Polytechnical University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, P.R. China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052731721","display_name":"Lina Yao","orcid":"https://orcid.org/0000-0002-4149-839X"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lina Yao","raw_affiliation_strings":["The University of New South Wales, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045029098","display_name":"Yunji Liang","orcid":"https://orcid.org/0000-0002-8381-8187"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunji Liang","raw_affiliation_strings":["Northwestern Polytechnical University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, P.R. China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100701166","display_name":"Zhiwen Yu","orcid":"https://orcid.org/0000-0002-9905-3238"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Yu","raw_affiliation_strings":["Northwestern Polytechnical University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, P.R. China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":23.476,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.99450408,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"53","issue":"4","first_page":"1","last_page":"36"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9916999936103821,"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"}},{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8213752508163452},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6935270428657532},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6288453340530396},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6241620182991028},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6117933392524719},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.46384599804878235},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.42862316966056824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29248714447021484},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14048057794570923}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8213752508163452},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6935270428657532},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6288453340530396},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6241620182991028},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6117933392524719},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.46384599804878235},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.42862316966056824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29248714447021484},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14048057794570923},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3393880","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3393880","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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 Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6095453634","display_name":null,"funder_award_id":"61772428, 61725205, 61902320, and 61972319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":157,"referenced_works":["https://openalex.org/W1055024227","https://openalex.org/W1449208847","https://openalex.org/W1507075132","https://openalex.org/W1511986666","https://openalex.org/W1638051351","https://openalex.org/W1796766288","https://openalex.org/W1804621450","https://openalex.org/W1818549633","https://openalex.org/W1837843568","https://openalex.org/W1888005072","https://openalex.org/W1961987884","https://openalex.org/W1971494700","https://openalex.org/W1975594555","https://openalex.org/W1995698352","https://openalex.org/W2006358315","https://openalex.org/W2009130368","https://openalex.org/W2010582541","https://openalex.org/W2032897813","https://openalex.org/W2034771068","https://openalex.org/W2041614930","https://openalex.org/W2041709326","https://openalex.org/W2051405935","https://openalex.org/W2064058256","https://openalex.org/W2064675550","https://openalex.org/W2067549128","https://openalex.org/W2071794886","https://openalex.org/W2084591134","https://openalex.org/W2096733369","https://openalex.org/W2098195044","https://openalex.org/W2108598243","https://openalex.org/W2116926372","https://openalex.org/W2120220258","https://openalex.org/W2139297408","https://openalex.org/W2154851992","https://openalex.org/W2165184405","https://openalex.org/W2165698076","https://openalex.org/W2167024389","https://openalex.org/W2169983130","https://openalex.org/W2248544358","https://openalex.org/W2286465138","https://openalex.org/W2294566554","https://openalex.org/W2295785353","https://openalex.org/W2296706733","https://openalex.org/W2300469216","https://openalex.org/W2337875011","https://openalex.org/W2340645138","https://openalex.org/W2347127863","https://openalex.org/W2398287226","https://openalex.org/W2468907370","https://openalex.org/W2469047452","https://openalex.org/W2475334473","https://openalex.org/W2531862055","https://openalex.org/W2535287707","https://openalex.org/W2573614998","https://openalex.org/W2585365755","https://openalex.org/W2594382603","https://openalex.org/W2594850745","https://openalex.org/W2595604178","https://openalex.org/W2596225776","https://openalex.org/W2604738573","https://openalex.org/W2609512471","https://openalex.org/W2610676001","https://openalex.org/W2624010645","https://openalex.org/W2626431759","https://openalex.org/W2703096805","https://openalex.org/W2737907513","https://openalex.org/W2739753637","https://openalex.org/W2740265435","https://openalex.org/W2742144412","https://openalex.org/W2742330194","https://openalex.org/W2752015292","https://openalex.org/W2752195587","https://openalex.org/W2759820691","https://openalex.org/W2760944227","https://openalex.org/W2763572884","https://openalex.org/W2765951304","https://openalex.org/W2766462585","https://openalex.org/W2767352007","https://openalex.org/W2767753710","https://openalex.org/W2769670129","https://openalex.org/W2769951052","https://openalex.org/W2782896998","https://openalex.org/W2783519195","https://openalex.org/W2783564496","https://openalex.org/W2785699986","https://openalex.org/W2791321831","https://openalex.org/W2792099767","https://openalex.org/W2792984539","https://openalex.org/W2793255598","https://openalex.org/W2798314078","https://openalex.org/W2798787718","https://openalex.org/W2798953174","https://openalex.org/W2798966390","https://openalex.org/W2804365752","https://openalex.org/W2806767234","https://openalex.org/W2808228212","https://openalex.org/W2808975577","https://openalex.org/W2809476703","https://openalex.org/W2810026022","https://openalex.org/W2887929321","https://openalex.org/W2888307497","https://openalex.org/W2890523554","https://openalex.org/W2891503716","https://openalex.org/W2892341857","https://openalex.org/W2895993994","https://openalex.org/W2896295631","https://openalex.org/W2896822580","https://openalex.org/W2897039802","https://openalex.org/W2897405591","https://openalex.org/W2897757923","https://openalex.org/W2897862112","https://openalex.org/W2900936184","https://openalex.org/W2901185870","https://openalex.org/W2903981179","https://openalex.org/W2906839304","https://openalex.org/W2906971970","https://openalex.org/W2910172717","https://openalex.org/W2911715381","https://openalex.org/W2912078280","https://openalex.org/W2912305564","https://openalex.org/W2914116198","https://openalex.org/W2914246714","https://openalex.org/W2917779306","https://openalex.org/W2919491917","https://openalex.org/W2936655406","https://openalex.org/W2946327826","https://openalex.org/W2950133940","https://openalex.org/W2951288507","https://openalex.org/W2954444514","https://openalex.org/W2962700793","https://openalex.org/W2962755762","https://openalex.org/W2962756421","https://openalex.org/W2962881240","https://openalex.org/W2962981892","https://openalex.org/W2963416784","https://openalex.org/W2971048662","https://openalex.org/W2975558816","https://openalex.org/W2979259381","https://openalex.org/W2983244957","https://openalex.org/W2996061341","https://openalex.org/W3003961771","https://openalex.org/W3005939059","https://openalex.org/W3031781733","https://openalex.org/W3034942609","https://openalex.org/W3099206234","https://openalex.org/W3101890897","https://openalex.org/W3102867977","https://openalex.org/W3104097132","https://openalex.org/W3105705953","https://openalex.org/W3125182500","https://openalex.org/W3125491592","https://openalex.org/W4206210655","https://openalex.org/W4240768087","https://openalex.org/W4242976650","https://openalex.org/W4285579224","https://openalex.org/W4289253852","https://openalex.org/W4299828299"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2045049461","https://openalex.org/W4381094582","https://openalex.org/W1978893398","https://openalex.org/W1977906818","https://openalex.org/W2201908702","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1522139108","https://openalex.org/W2353528968"],"abstract_inverted_index":{"The":[0],"massive":[1],"spread":[2],"of":[3,58,69,74,82,86,99,119,147,157,163],"false":[4],"information":[5,23],"on":[6,89,139],"social":[7],"media":[8],"has":[9,26,49],"become":[10,28],"a":[11,29,37,66,79,127],"global":[12],"risk,":[13],"implicitly":[14],"influencing":[15],"public":[16],"opinion":[17],"and":[18,39,56,97,109,117,143,168,173],"threatening":[19],"social/political":[20],"development.":[21],"False":[22],"detection":[24,104,171],"(FID)":[25],"thus":[27],"surging":[30],"research":[31,42,54,72,95,145],"topic":[32],"in":[33,123,170],"recent":[34],"years.":[35],"As":[36],"promising":[38,128],"rapidly":[40],"developing":[41],"field,":[43],"we":[44,91,135],"find":[45],"that":[46],"much":[47],"effort":[48],"been":[50],"paid":[51],"to":[52,64,130,153],"new":[53,71,94,154],"problems":[55],"approaches":[57],"FID.":[59,75],"Therefore,":[60],"it":[61],"is":[62],"necessary":[63],"give":[65,78,136],"comprehensive":[67],"review":[68,81],"the":[70,83,115,140],"trends":[73],"We":[76,112],"first":[77],"brief":[80],"literature":[84],"history":[85],"FID,":[87,124,148],"based":[88],"which":[90,125],"present":[92],"several":[93],"challenges":[96],"techniques":[98],"it,":[100],"including":[101],"early":[102],"detection,":[103],"by":[105],"multimodal":[106],"data":[107],"fusion,":[108],"explanatory":[110],"detection.":[111],"further":[113],"investigate":[114],"extraction":[116],"usage":[118],"various":[120],"crowd":[121,164],"intelligence":[122],"paves":[126],"way":[129],"tackle":[131],"FID":[132],"challenges.":[133],"Finally,":[134],"our":[137],"views":[138],"open":[141],"issues":[142],"future":[144],"directions":[146],"such":[149],"as":[150],"model":[151],"adaptivity/generality":[152],"events,":[155],"embracing":[156],"novel":[158],"machine":[159],"learning":[160],"models,":[161,172],"aggregation":[162],"wisdom,":[165],"adversarial":[166],"attack":[167],"defense":[169],"so":[174],"on.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":31},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}