{"id":"https://openalex.org/W7116316620","doi":"https://doi.org/10.1109/tsipn.2025.3646301","title":"MOLENA: Analyzing the Two-Step Message Flow and Opinion Evolution Process in Social Networks","display_name":"MOLENA: Analyzing the Two-Step Message Flow and Opinion Evolution Process in Social Networks","publication_year":2025,"publication_date":"2025-12-19","ids":{"openalex":"https://openalex.org/W7116316620","doi":"https://doi.org/10.1109/tsipn.2025.3646301"},"language":null,"primary_location":{"id":"doi:10.1109/tsipn.2025.3646301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2025.3646301","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"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 Signal and Information Processing over Networks","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/A5109975681","display_name":"Huisheng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huisheng Wang","raw_affiliation_strings":["Department of Automation, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005167718","display_name":"Yuejiang Li","orcid":"https://orcid.org/0000-0003-1578-7515"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuejiang Li","raw_affiliation_strings":["Wireless Network RAN Algorithm Department, Huawei Technologies Company, Ltd., Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Wireless Network RAN Algorithm Department, Huawei Technologies Company, Ltd., Shanghai, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120888431","display_name":"Yiqing Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095918","display_name":"Ta Solutions (China)","ror":"https://ror.org/00y9w2r94","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210095918"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqing Lin","raw_affiliation_strings":["Data Department, ByteDance Inc., Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Data Department, ByteDance Inc., Shanghai, China","institution_ids":["https://openalex.org/I4210095918"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120898015","display_name":"H. Vicky Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"H. Vicky Zhao","raw_affiliation_strings":["Department of Automation, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109975681"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68110822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"212","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.973800003528595,"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":0.973800003528595,"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":0.01720000058412552,"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/T11031","display_name":"Game Theory and Applications","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.7541999816894531},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5985999703407288},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4611000120639801},{"id":"https://openalex.org/keywords/opinion-leadership","display_name":"Opinion leadership","score":0.4578999876976013},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3855000138282776},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.35690000653266907}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7541999816894531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7019000053405762},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5985999703407288},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4611000120639801},{"id":"https://openalex.org/C139268390","wikidata":"https://www.wikidata.org/wiki/Q1850904","display_name":"Opinion leadership","level":2,"score":0.4578999876976013},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3855000138282776},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.35690000653266907},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31769999861717224},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.3122999966144562},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C2983704927","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Social communication","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25769999623298645},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.25110000371932983},{"id":"https://openalex.org/C158156997","wikidata":"https://www.wikidata.org/wiki/Q1416645","display_name":"Models of communication","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsipn.2025.3646301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2025.3646301","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"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 Signal and Information Processing over Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1748251513","https://openalex.org/W1778162479","https://openalex.org/W1971070829","https://openalex.org/W1982839492","https://openalex.org/W2014826501","https://openalex.org/W2017807702","https://openalex.org/W2027514326","https://openalex.org/W2043243181","https://openalex.org/W2043833398","https://openalex.org/W2055127298","https://openalex.org/W2075272773","https://openalex.org/W2083689991","https://openalex.org/W2095103737","https://openalex.org/W2103023235","https://openalex.org/W2134694835","https://openalex.org/W2150041461","https://openalex.org/W2156558832","https://openalex.org/W2165491190","https://openalex.org/W2187636613","https://openalex.org/W2233330381","https://openalex.org/W2329142452","https://openalex.org/W2396972324","https://openalex.org/W2808193103","https://openalex.org/W2808301831","https://openalex.org/W2900227103","https://openalex.org/W2911326693","https://openalex.org/W2963711791","https://openalex.org/W2964023580","https://openalex.org/W2980588979","https://openalex.org/W2997464413","https://openalex.org/W3015346007","https://openalex.org/W3027050591","https://openalex.org/W3038322369","https://openalex.org/W3041031668","https://openalex.org/W3112896765","https://openalex.org/W3120164212","https://openalex.org/W3128357329","https://openalex.org/W3132802715","https://openalex.org/W3133423348","https://openalex.org/W3135024063","https://openalex.org/W3138165196","https://openalex.org/W3141518608","https://openalex.org/W3165945089","https://openalex.org/W3180636730","https://openalex.org/W3209999679","https://openalex.org/W3215356716","https://openalex.org/W4207026969","https://openalex.org/W4210385466","https://openalex.org/W4211024777","https://openalex.org/W4240828654","https://openalex.org/W4249486182","https://openalex.org/W4250134109","https://openalex.org/W4250154583","https://openalex.org/W4250172092","https://openalex.org/W4386215940","https://openalex.org/W4388572132","https://openalex.org/W4388666925","https://openalex.org/W4391986136","https://openalex.org/W4392362395","https://openalex.org/W4393029310","https://openalex.org/W4402677787","https://openalex.org/W4402768585"],"related_works":[],"abstract_inverted_index":{"From":[0],"mass":[1],"media":[2],"theory,":[3],"the":[4,8,25,28,37,74,89,115,120,134,139,144,155,167,188,203,206],"message":[5,29,79,128],"flow":[6],"and":[7,31,83,111,147,152,176,201,222,229],"opinion":[9,21,43,81,93,145,172,179],"evolution":[10],"in":[11,114,187,225],"real":[12,226],"social":[13,210,227],"networks":[14,228],"adhere":[15],"to":[16,36,57,64,105,131,216,230,234],"a":[17,100,125],"two-step":[18,75,116,189],"communication":[19,76,117,190],"process:":[20],"leaders":[22,44,180],"first":[23],"receive":[24],"messages":[26,55,108,170,219],"from":[27],"sources,":[30,80],"then":[32],"convey":[33],"their":[34,51,58,61,161],"opinions":[35,52,112,175,186,223],"normal":[38,84,148,182],"agents.":[39],"During":[40],"this":[41,96],"process,":[42],"often":[45],"exhibit":[46],"confirmation":[47,90,135],"bias":[48,91],"by":[49],"updating":[50],"based":[53],"on":[54,160,171],"close":[56],"opinions,":[59,151],"reflecting":[60],"limited":[62],"willingness":[63],"accept":[65],"dissonant":[66],"messages.":[67],"However,":[68],"few":[69],"prior":[70],"works":[71],"jointly":[72],"consider":[73],"process":[77],"involving":[78],"leaders,":[82],"agents,":[85],"as":[86,88],"well":[87],"of":[92,143,157,169,205],"leaders.":[94],"In":[95,119],"paper,":[97],"we":[98,123,165,193],"propose":[99],"unified":[101],"framework":[102,208],"called":[103],"MOLENA":[104,121,207],"analyze":[106,154],"how":[107,178,218],"f":[109,220],"low":[110,221],"evolve":[113,224],"process.":[118,191],"framework,":[122],"introduce":[124],"mathematically":[126],"tractable":[127],"preference":[129],"model":[130],"quantitatively":[132],"describe":[133],"bias.":[136],"We":[137],"obtain":[138],"approximate":[140],"analytical":[141],"solution":[142],"leaders'":[146,173],"agents'":[149,183,236],"steady-state":[150,162,174],"theoretically":[153],"influence":[156,168,181],"system":[158],"parameters":[159],"opinions.":[163,237],"Furthermore,":[164],"examine":[166],"study":[177,213],"steady":[184],"state":[185],"Finally,":[192],"validate":[194],"our":[195],"theoretical":[196],"analysis":[197],"through":[198],"numerical":[199],"experiments":[200],"verify":[202],"correctness":[204],"via":[209],"experiments.":[211],"This":[212],"is":[214],"critical":[215],"understanding":[217],"designing":[231],"effective":[232],"mechanisms":[233],"guide":[235]},"counts_by_year":[],"updated_date":"2026-02-13T13:36:01.753593","created_date":"2025-12-21T00:00:00"}
