{"id":"https://openalex.org/W2969750536","doi":"https://doi.org/10.1109/tnse.2019.2935905","title":"A Self-Learning Information Diffusion Model for Smart Social Networks","display_name":"A Self-Learning Information Diffusion Model for Smart Social Networks","publication_year":2019,"publication_date":"2019-08-22","ids":{"openalex":"https://openalex.org/W2969750536","doi":"https://doi.org/10.1109/tnse.2019.2935905","mag":"2969750536"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2019.2935905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2019.2935905","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","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/A5016704080","display_name":"Qi Xuan","orcid":"https://orcid.org/0000-0002-1042-470X"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Xuan","raw_affiliation_strings":["Big Search in Cyberspace Research Center, Zhejiang Laboratory, Hangzhou, China","Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1042-470X","affiliations":[{"raw_affiliation_string":"Big Search in Cyberspace Research Center, Zhejiang Laboratory, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]},{"raw_affiliation_string":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080999255","display_name":"Xincheng Shu","orcid":"https://orcid.org/0000-0001-6253-5607"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xincheng Shu","raw_affiliation_strings":["Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084183555","display_name":"Zhongyuan Ruan","orcid":"https://orcid.org/0000-0003-4953-070X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Ruan","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4953-070X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044022943","display_name":"Jinbao Wang","orcid":"https://orcid.org/0000-0003-1430-3179"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbao Wang","raw_affiliation_strings":["Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005491880","display_name":"Chenbo Fu","orcid":"https://orcid.org/0000-0002-9430-5096"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenbo Fu","raw_affiliation_strings":["Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9430-5096","affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024633466","display_name":"Guanrong Chen","orcid":"https://orcid.org/0000-0003-1381-7418"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Guanrong Chen","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-1381-7418","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.8725,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.86066228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"7","issue":"3","first_page":"1466","last_page":"1480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9997000098228455,"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/T13283","display_name":"Mental Health Research Topics","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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":0.6444965600967407},{"id":"https://openalex.org/keywords/social-learning","display_name":"Social learning","score":0.6007227897644043},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5057716369628906},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4651639759540558},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.46261340379714966},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3622502088546753},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32744985818862915},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1746724545955658},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.1718597114086151}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6444965600967407},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.6007227897644043},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5057716369628906},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4651639759540558},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.46261340379714966},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3622502088546753},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32744985818862915},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1746724545955658},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.1718597114086151},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2019.2935905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2019.2935905","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3496399741","display_name":null,"funder_award_id":"11505153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4527305417","display_name":null,"funder_award_id":"61973273","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4635816387","display_name":null,"funder_award_id":"11605154","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7918413049","display_name":"\u4efb\u52a1\u9a71\u52a8\u793e\u4f1a\u7f51\u7edc\u5b9e\u8bc1\u7814\u7a76","funder_award_id":"61572439","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"},{"id":"https://openalex.org/F4320325031","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W76094977","https://openalex.org/W122652761","https://openalex.org/W167256694","https://openalex.org/W1572272766","https://openalex.org/W1572725629","https://openalex.org/W1581157005","https://openalex.org/W1750096311","https://openalex.org/W1878853999","https://openalex.org/W1964869462","https://openalex.org/W1978710835","https://openalex.org/W1981589225","https://openalex.org/W1985952539","https://openalex.org/W2004373800","https://openalex.org/W2008620264","https://openalex.org/W2013353350","https://openalex.org/W2027135291","https://openalex.org/W2040938924","https://openalex.org/W2049492164","https://openalex.org/W2049607688","https://openalex.org/W2051322528","https://openalex.org/W2071500276","https://openalex.org/W2109603058","https://openalex.org/W2133131640","https://openalex.org/W2134435043","https://openalex.org/W2134953154","https://openalex.org/W2150208547","https://openalex.org/W2162808198","https://openalex.org/W2165532557","https://openalex.org/W2166330262","https://openalex.org/W2250844151","https://openalex.org/W2261717057","https://openalex.org/W2321650456","https://openalex.org/W2340783968","https://openalex.org/W2528925905","https://openalex.org/W2562168497","https://openalex.org/W2729338911","https://openalex.org/W2737428849","https://openalex.org/W2790166049","https://openalex.org/W2791544114","https://openalex.org/W2798599198","https://openalex.org/W2885101574","https://openalex.org/W2913649461","https://openalex.org/W3104607178","https://openalex.org/W3124804010","https://openalex.org/W3140274682","https://openalex.org/W4248759188"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"In":[0,60],"this":[1,61,70,135],"big":[2],"data":[3],"era,":[4],"more":[5,7,206,244],"and":[6,15,93,96,102,251,265],"social":[8,20,32,54,83,106,157,181,234,263],"activities":[9],"are":[10],"digitized":[11],"thereby":[12],"becoming":[13],"traceable,":[14],"thus":[16],"the":[17,38,44,121,168,172,178,185,189,199,212,218,229,260],"studies":[18],"of":[19,40,89,99,109,123,128,165,180],"networks":[21,33,107,226,264],"attract":[22],"increasing":[23],"attention":[24],"from":[25,143,171],"academia.":[26],"It":[27],"is":[28,209],"widely":[29],"believed":[30],"that":[31,120,144,155],"play":[34],"important":[35],"role":[36],"in":[37,116,163],"process":[39,52],"information":[41,50,79,266],"diffusion.":[42,267],"However,":[43],"opposite":[45],"question,":[46],"i.e.,":[47,91,188,221,236],"how":[48],"does":[49],"diffusion":[51,80],"rebuild":[53],"networks,":[55,84],"has":[56],"been":[57],"largely":[58],"ignored.":[59],"paper,":[62],"we":[63,74,153,176],"propose":[64],"a":[65,77,118,138,149,156],"new":[66,186],"framework":[67],"for":[68],"understanding":[69],"reversing":[71],"effect.":[72],"Specifically,":[73],"first":[75],"introduce":[76],"novel":[78],"model":[81],"on":[82,147,184],"by":[85,194,205,211,242,254],"considering":[86],"two":[87,97,224],"types":[88],"individuals,":[90,95,111],"smart":[92,200],"normal":[94],"kinds":[98],"messages,":[100],"true":[101,139,169,190],"false":[103,173],"messages.":[104],"Since":[105],"consist":[108],"human":[110],"who":[112],"have":[113],"self-learning":[114,151,213],"ability,":[115],"such":[117,148],"way":[119],"trust":[122],"an":[124,195],"individual":[125,136,196],"to":[126,198],"one":[127,201],"its":[129],"neighbors":[130],"increases":[131],"(or":[132,140],"decreases)":[133],"if":[134],"received":[137],"false)":[141],"message":[142,170],"neighbor.":[145],"Based":[146],"simple":[150],"mechanism,":[152],"prove":[154],"network":[158],"can":[159,202,227,239],"indeed":[160],"become":[161],"smarter,":[162],"terms":[164],"better":[166,258],"distinguishing":[167],"one.":[174],"Moreover,":[175],"observe":[177],"emergence":[179],"stratification":[182],"based":[183],"model,":[187],"messages":[191,238],"initially":[192],"posted":[193],"closer":[197],"be":[203,240],"forwarded":[204,241],"others,":[207],"which":[208,256],"enhanced":[210],"mechanism.":[214],"We":[215,246],"also":[216],"find":[217],"crossover":[219],"advantage,":[220],"interconnection":[222],"between":[223,262],"chain":[225],"make":[228],"related":[230],"individuals":[231],"possessing":[232],"higher":[233],"influences,":[235],"their":[237],"relatively":[243],"others.":[245],"obtained":[247],"these":[248],"results":[249],"theoretically":[250],"validated":[252],"them":[253],"simulations,":[255],"help":[257],"understand":[259],"reciprocity":[261]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
