{"id":"https://openalex.org/W4411358518","doi":"https://doi.org/10.1109/tcss.2025.3537701","title":"The Influence of Opinion Leaders on Public Opinion Spread and Control Strategies in Online Social Networks","display_name":"The Influence of Opinion Leaders on Public Opinion Spread and Control Strategies in Online Social Networks","publication_year":2025,"publication_date":"2025-03-05","ids":{"openalex":"https://openalex.org/W4411358518","doi":"https://doi.org/10.1109/tcss.2025.3537701"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2025.3537701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3537701","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Computational Social Systems","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/A5084735279","display_name":"Fuzhong Nian","orcid":"https://orcid.org/0000-0002-2179-0895"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuzhong Nian","raw_affiliation_strings":["School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101055858","display_name":"Zhen Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhang","raw_affiliation_strings":["School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5084735279"],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":null,"apc_paid":null,"fwci":15.1573,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.99198298,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"5","first_page":"2494","last_page":"2507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9775000214576721,"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"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9775000214576721,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9552000164985657,"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/public-opinion","display_name":"Public opinion","score":0.7526065111160278},{"id":"https://openalex.org/keywords/opinion-leadership","display_name":"Opinion leadership","score":0.7032647132873535},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5636774897575378},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.417711466550827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36878857016563416},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.36792606115341187},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34340691566467285},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3205437660217285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18322765827178955},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.0995040237903595},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.09872344136238098}],"concepts":[{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.7526065111160278},{"id":"https://openalex.org/C139268390","wikidata":"https://www.wikidata.org/wiki/Q1850904","display_name":"Opinion leadership","level":2,"score":0.7032647132873535},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5636774897575378},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.417711466550827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36878857016563416},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.36792606115341187},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34340691566467285},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3205437660217285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18322765827178955},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0995040237903595},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.09872344136238098}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2025.3537701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3537701","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2833087570","display_name":null,"funder_award_id":"62266030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8058965941","display_name":null,"funder_award_id":"61863025","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":53,"referenced_works":["https://openalex.org/W212551259","https://openalex.org/W950821216","https://openalex.org/W1580287907","https://openalex.org/W1982436765","https://openalex.org/W1995213405","https://openalex.org/W2112090702","https://openalex.org/W2233330381","https://openalex.org/W2317593336","https://openalex.org/W2593514577","https://openalex.org/W2622716072","https://openalex.org/W2765755511","https://openalex.org/W2786976528","https://openalex.org/W2788064629","https://openalex.org/W2797294382","https://openalex.org/W2883098649","https://openalex.org/W2886322674","https://openalex.org/W2905446659","https://openalex.org/W2921596575","https://openalex.org/W2989962307","https://openalex.org/W3017781087","https://openalex.org/W3082147753","https://openalex.org/W3122211423","https://openalex.org/W3123241403","https://openalex.org/W3152511385","https://openalex.org/W3169877297","https://openalex.org/W3184867432","https://openalex.org/W3205314427","https://openalex.org/W4200426535","https://openalex.org/W4210764005","https://openalex.org/W4224254887","https://openalex.org/W4226161593","https://openalex.org/W4245463578","https://openalex.org/W4250014653","https://openalex.org/W4285160795","https://openalex.org/W4285403923","https://openalex.org/W4287843548","https://openalex.org/W4295137721","https://openalex.org/W4308086129","https://openalex.org/W4317358044","https://openalex.org/W4318830507","https://openalex.org/W4319996412","https://openalex.org/W4323111861","https://openalex.org/W4361800016","https://openalex.org/W4365447520","https://openalex.org/W4365563291","https://openalex.org/W4366334913","https://openalex.org/W4380303600","https://openalex.org/W4386026365","https://openalex.org/W4386998783","https://openalex.org/W4388302449","https://openalex.org/W4390431273","https://openalex.org/W4391980731","https://openalex.org/W4403894547"],"related_works":["https://openalex.org/W4365519340","https://openalex.org/W2379868853","https://openalex.org/W2384273551","https://openalex.org/W2624712480","https://openalex.org/W4390535258","https://openalex.org/W2123347297","https://openalex.org/W2977256874","https://openalex.org/W4410028169","https://openalex.org/W2944976749","https://openalex.org/W4281614575"],"abstract_inverted_index":{"This":[0],"article":[1],"explores":[2],"the":[3,11,43,65,78,100,108,114,122,135,141,165,173,194],"role":[4],"and":[5,19,40,70,82,113,132],"influence":[6,188],"of":[7,13,45,110,125],"opinion":[8,15,27,55,67,84,180,197],"leaders":[9,181],"in":[10,92,106],"spread":[12,91,109,143,162,198],"public":[14,26,83,111,196],"within":[16],"social":[17,34,47,94,116,127],"networks":[18,48],"proposes":[20],"an":[21,71],"effective":[22],"strategy":[23],"for":[24,189],"controlling":[25],"accordingly.":[28],"First,":[29],"by":[30],"constructing":[31],"a":[32,53],"cluster":[33,115],"network":[35,117],"model":[36,60,74,103,118],"based":[37],"on":[38],"followee":[39],"follower":[41],"relationships,":[42],"structure":[44,124],"real":[46,93,126],"is":[49,61,86,139,146],"accurately":[50],"reflected.":[51],"Further,":[52],"key":[54,66],"leader":[56],"(KOL)":[57],"indicator":[58,80],"system":[59,81],"proposed":[62],"to":[63,88],"quantify":[64],"leaders\u2019":[68],"metrics,":[69],"information":[72,90,101,161,190],"forwarding":[73,102],"that":[75,99,175],"collaborates":[76],"with":[77,121],"KOL":[79],"orientation":[85],"established":[87],"simulate":[89],"networks.":[95,128],"The":[96],"results":[97],"show":[98],"performs":[104],"excellently":[105],"predicting":[107],"opinion,":[112],"aligns":[119],"well":[120],"topological":[123],"Without":[129],"considering":[130],"positive":[131],"negative":[133],"interventions,":[134],"optimal":[136],"intervention":[137],"period":[138],"when":[140],"total":[142],"time":[144],"proportion":[145],"<inline-formula":[147,151],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[148,152],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[149,153],"notation=\"LaTeX\">$15$</tex-math></inline-formula>%":[150],"notation=\"LaTeX\">$\\boldsymbol{\\leq}\\tau\\boldsymbol{\\leq}32$</tex-math></inline-formula>%.":[154],"During":[155],"this":[156],"period,":[157],"enhancing":[158],"or":[159],"suppressing":[160],"can":[163],"achieve":[164],"best":[166],"results.":[167],"Additionally,":[168],"it":[169],"was":[170],"discovered":[171],"during":[172],"experiments":[174],"higher":[176],"activity":[177],"levels":[178],"among":[179],"might":[182],"be":[183],"more":[184],"important":[185],"than":[186],"greater":[187],"spread,":[191],"often":[192],"affecting":[193],"entire":[195],"process.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}