{"id":"https://openalex.org/W4402473494","doi":"https://doi.org/10.1109/access.2024.3459830","title":"Efficient Intervention in the Spread of Misinformation in Social Networks","display_name":"Efficient Intervention in the Spread of Misinformation in Social Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402473494","doi":"https://doi.org/10.1109/access.2024.3459830"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3459830","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3459830","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3459830","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016132908","display_name":"Takumi Sakiyama","orcid":null},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takumi Sakiyama","raw_affiliation_strings":["Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan","Graduate School of Systems Design, Tokyo Metropolitan University, Japan"],"raw_orcid":"https://orcid.org/0009-0005-8414-8444","affiliations":[{"raw_affiliation_string":"Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]},{"raw_affiliation_string":"Graduate School of Systems Design, Tokyo Metropolitan University, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030754064","display_name":"Kazuki Nakajima","orcid":"https://orcid.org/0000-0002-0632-3930"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuki Nakajima","raw_affiliation_strings":["Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan","Graduate School of Systems Design, Tokyo Metropolitan University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0632-3930","affiliations":[{"raw_affiliation_string":"Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]},{"raw_affiliation_string":"Graduate School of Systems Design, Tokyo Metropolitan University, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023530161","display_name":"Masaki Aida","orcid":"https://orcid.org/0000-0001-5614-6269"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaki Aida","raw_affiliation_strings":["Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan","Graduate School of Systems Design, Tokyo Metropolitan University, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5614-6269","affiliations":[{"raw_affiliation_string":"Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]},{"raw_affiliation_string":"Graduate School of Systems Design, Tokyo Metropolitan University, Japan","institution_ids":["https://openalex.org/I69740276"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I69740276"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2841,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56065733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"133489","last_page":"133498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9351999759674072,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9351999759674072,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9204999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.7693947553634644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6213693022727966},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4547611176967621},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.37896889448165894},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35316914319992065},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09562093019485474}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.7693947553634644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6213693022727966},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4547611176967621},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37896889448165894},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35316914319992065},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09562093019485474},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3459830","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3459830","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:94100d05aaf5445ea3b6433059f4a90a","is_oa":true,"landing_page_url":"https://doaj.org/article/94100d05aaf5445ea3b6433059f4a90a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 133489-133498 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3459830","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3459830","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G47941982","display_name":"Understanding user behavior that occurs in a closed online community and countermeasures against the echo chamber phenomenon","funder_award_id":"21K19775","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G5686314472","display_name":"Information distribution optimization technology using AI virtual users to mitigate the online echo chamber phenomenon","funder_award_id":"21H03432","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8846883269","display_name":"\u516c\u5e73\u306a\u30b0\u30e9\u30d5\u5206\u6790\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af","funder_award_id":"JPMJAP2328","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"}],"funders":[{"id":"https://openalex.org/F4320326286","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W131619556","https://openalex.org/W1495750374","https://openalex.org/W1803765581","https://openalex.org/W1984069252","https://openalex.org/W1995698352","https://openalex.org/W2023968886","https://openalex.org/W2027135291","https://openalex.org/W2040956707","https://openalex.org/W2061820396","https://openalex.org/W2100256240","https://openalex.org/W2108858998","https://openalex.org/W2116926372","https://openalex.org/W2139297408","https://openalex.org/W2141374591","https://openalex.org/W2141403143","https://openalex.org/W2160411082","https://openalex.org/W2166470254","https://openalex.org/W2294347342","https://openalex.org/W2296688149","https://openalex.org/W2610922577","https://openalex.org/W2612735401","https://openalex.org/W2736635164","https://openalex.org/W2740045046","https://openalex.org/W2790166049","https://openalex.org/W2791544114","https://openalex.org/W2792307011","https://openalex.org/W2897128892","https://openalex.org/W2898367945","https://openalex.org/W2911715381","https://openalex.org/W2962715553","https://openalex.org/W2986955523","https://openalex.org/W3013137889","https://openalex.org/W3015998441","https://openalex.org/W3111189543","https://openalex.org/W3121571719","https://openalex.org/W3134264015","https://openalex.org/W3160491517","https://openalex.org/W3176172668","https://openalex.org/W3187142665","https://openalex.org/W4211017427","https://openalex.org/W4242087913","https://openalex.org/W4281611928","https://openalex.org/W4291719230","https://openalex.org/W6846795093"],"related_works":["https://openalex.org/W4391375266","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/W4220949352","https://openalex.org/W4225301003","https://openalex.org/W4229014887"],"abstract_inverted_index":{"The":[0,127],"spread":[1,70,103,165,187,258],"of":[2,28,60,64,71,81,101,104,133,137,157,166,188,224,238,259],"misinformation":[3,29,82,138,260],"through":[4],"social":[5,14,50,76,262],"media":[6],"has":[7,83],"often":[8],"impacted":[9],"public":[10],"opinion":[11],"and":[12,107,139,251],"precipitated":[13],"disruption.":[15],"In":[16,52,180],"response":[17],"to":[18,23,43,145],"such":[19,199],"real-world":[20],"instances,":[21],"strategies":[22],"intervene":[24],"in":[25,48,112,169,191,227,255,261],"the":[26,44,53,58,69,79,98,102,134,143,148,154,177,201,208,222,235,239,257],"diffusion":[27,80,136,156],"among":[30],"individuals":[31,66,150,206],"have":[32,212],"been":[33,214],"developed.":[34],"A":[35],"basic":[36],"intervention":[37,253],"approach":[38],"involves":[39],"disseminating":[40],"correct":[41,72,105,140,158,167,189,229],"information":[42,73,106,141,168,190,230],"largest":[45,209],"possible":[46],"population":[47],"a":[49,62,75,88,122,163,170,185,192],"network.":[51,240],"present":[54],"study,":[55],"we":[56,120,219],"investigate":[57],"problem":[59,93],"identifying":[61],"set":[63],"seed":[65,149,205],"that":[67,87,151,203,211,221,243],"maximize":[68,153],"throughout":[74],"network":[77,144],"where":[78],"occurred.":[84],"We":[85,241],"find":[86],"greedy":[89,178],"algorithm":[90,124,129,161,183,226,245],"for":[91],"this":[92,117],"lacks":[94],"theoretical":[95],"guarantees":[96],"regarding":[97],"approximation":[99],"ratio":[100],"requires":[108],"considerable":[109],"computation":[110,173,194],"time":[111,174,195],"large-scale":[113],"networks.":[114,263],"To":[115],"address":[116],"efficiency":[118],"issue,":[119],"propose":[121],"heuristic":[123],"called":[125],"MCEaSyIM.":[126],"proposed":[128],"exploits":[130],"stochastic":[131],"properties":[132],"simultaneous":[135],"on":[142],"efficiently":[146],"compute":[147],"approximately":[152],"expected":[155],"information.":[159],"Our":[160],"achieves":[162,184],"comparable":[164],"considerably":[171],"faster":[172],"compared":[175],"with":[176,207,216,234],"algorithm.":[179],"addition,":[181],"our":[182,225,244],"broader":[186],"reasonable":[193],"than":[196],"topology-based":[197],"heuristics,":[198],"as":[200,248],"method":[202],"selects":[204],"out-neighbors":[210],"not":[213],"activated":[215],"misinformation.":[217],"Moreover,":[218],"found":[220],"effectiveness":[223],"spreading":[228],"is":[231],"partially":[232],"associated":[233],"degree":[236],"assortativity":[237],"expect":[242],"will":[246],"serve":[247],"an":[249],"efficient":[250],"effective":[252],"strategy":[254],"combating":[256]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
