{"id":"https://openalex.org/W4400188273","doi":"https://doi.org/10.1109/tnse.2024.3420911","title":"Constrained Fuzzy Community Detection by a New Modularity Optimization Framework","display_name":"Constrained Fuzzy Community Detection by a New Modularity Optimization Framework","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4400188273","doi":"https://doi.org/10.1109/tnse.2024.3420911"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2024.3420911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3420911","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/A5101878727","display_name":"Jing Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Xiao","raw_affiliation_strings":["College of Information and Communication Engineering, Dalian Minzu University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Dalian Minzu University, Dalian, China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104109125","display_name":"Yifan Guo","orcid":"https://orcid.org/0009-0008-9281-6440"},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Fan Guo","raw_affiliation_strings":["College of Information and Communication Engineering, Dalian Minzu University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Dalian Minzu University, Dalian, China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101389966","display_name":"Yu-Qing He","orcid":null},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Qing He","raw_affiliation_strings":["College of Information and Communication Engineering, Dalian Minzu University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Dalian Minzu University, Dalian, China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087448806","display_name":"Xiao-Ke Xu","orcid":"https://orcid.org/0000-0002-9148-3145"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Ke Xu","raw_affiliation_strings":["Computational Communication Research Center and the School of Journalism and Communication, Beijing Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Computational Communication Research Center and the School of Journalism and Communication, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101878727"],"corresponding_institution_ids":["https://openalex.org/I61565387"],"apc_list":null,"apc_paid":null,"fwci":2.8242,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90868617,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"4456","last_page":"4469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.6969127655029297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5914508700370789},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5749577283859253},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4235649108886719},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40743955969810486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29388755559921265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28376880288124084}],"concepts":[{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.6969127655029297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5914508700370789},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5749577283859253},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4235649108886719},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40743955969810486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29388755559921265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28376880288124084},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2024.3420911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3420911","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":[],"awards":[{"id":"https://openalex.org/G3075647448","display_name":null,"funder_award_id":"62173065","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6035738622","display_name":null,"funder_award_id":"4242040","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G6283702381","display_name":null,"funder_award_id":"124330008","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G798732626","display_name":null,"funder_award_id":"61603073","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/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W131619556","https://openalex.org/W1549005781","https://openalex.org/W1972067365","https://openalex.org/W2001017535","https://openalex.org/W2020323825","https://openalex.org/W2023655578","https://openalex.org/W2040810017","https://openalex.org/W2050601254","https://openalex.org/W2074638406","https://openalex.org/W2104616322","https://openalex.org/W2185459184","https://openalex.org/W2294347342","https://openalex.org/W2322552805","https://openalex.org/W2504401197","https://openalex.org/W2555301475","https://openalex.org/W2568076425","https://openalex.org/W2587005729","https://openalex.org/W2591412044","https://openalex.org/W2603624290","https://openalex.org/W2742697020","https://openalex.org/W2782735072","https://openalex.org/W2793868694","https://openalex.org/W2896288070","https://openalex.org/W2951271819","https://openalex.org/W2951617899","https://openalex.org/W2964020405","https://openalex.org/W2977501088","https://openalex.org/W3010801427","https://openalex.org/W3017036350","https://openalex.org/W3044134894","https://openalex.org/W3087059325","https://openalex.org/W3098935589","https://openalex.org/W3116753718","https://openalex.org/W3119958346","https://openalex.org/W3126033509","https://openalex.org/W3153283566","https://openalex.org/W3166056081","https://openalex.org/W3169050434","https://openalex.org/W3175907093","https://openalex.org/W3189711460","https://openalex.org/W3193661436","https://openalex.org/W4200455479","https://openalex.org/W4210822085","https://openalex.org/W4224986710","https://openalex.org/W4288704342","https://openalex.org/W4293147333","https://openalex.org/W4309344372","https://openalex.org/W4317904911","https://openalex.org/W6742752042"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4230687177","https://openalex.org/W1968829728","https://openalex.org/W2349859869","https://openalex.org/W3120118008","https://openalex.org/W4316651471","https://openalex.org/W2051365847","https://openalex.org/W2367249529","https://openalex.org/W135622916"],"abstract_inverted_index":{"Fuzzy":[0,125,136],"community":[1,8,55,74,161,214],"detection":[2,75],"can":[3,100],"not":[4,39],"only":[5],"reveal":[6],"crisp":[7],"structures":[9],"of":[10,18,53,65,123,151,166,175,183,196,203],"real-life":[11,191],"networks,":[12],"but":[13],"also":[14],"provide":[15],"fine-grained":[16,54],"information":[17],"node":[19,103,153],"fuzzy":[20,27,32,67,73,84,93,98,149,167,181,213],"membership.":[21],"However,":[22],"existing":[23],"methods":[24],"for":[25,34],"detecting":[26],"partitions":[28],"often":[29],"produce":[30],"inaccurate":[31],"memberships":[33,99],"bridge":[35],"nodes":[36],"that":[37],"do":[38],"align":[40],"with":[41,157],"the":[42,49,70,90,97,164,172,194],"prior":[43],"ground-truth":[44,106,159],"crisp/hard":[45],"partition,":[46,94],"which":[47,96,131],"diminishes":[48],"reliability":[50],"and":[51,69,108,117,141,162,169,190,206,211],"usefulness":[52],"information.":[56,215],"To":[57,113],"solve":[58],"this":[59],"issue,":[60],"we":[61],"propose":[62],"a":[63,82,120],"concept":[64],"constrained":[66,72,83,92],"partition":[68],"corresponding":[71],"problem.":[76],"This":[77],"problem":[78],"is":[79,129],"formulated":[80],"as":[81],"modularity":[85,115,176],"maximization":[86],"task":[87],"to":[88,105,154],"approximate":[89],"modularity-optimal":[91],"in":[95,201],"accurately":[101],"quantify":[102],"membership":[104,150,182],"communities":[107],"association":[109],"strength":[110],"between":[111],"communities.":[112],"improve":[114],"quality":[116,165],"computational":[118],"efficiency,":[119,207],"general":[121],"framework":[122],"Constrained":[124],"Modularity":[126],"Maximization":[127],"(CFMM)":[128],"proposed,":[130],"includes":[132],"two":[133],"key":[134],"components:":[135],"Membership":[137],"Constraint":[138],"(FMC)":[139],"strategy":[140],"Node":[142],"Dimension":[143],"Reduction":[144],"(NDR)":[145],"operation.":[146],"FMC":[147],"constrains":[148],"each":[152],"be":[155],"consistent":[156],"its":[158],"hard":[160],"improves":[163],"partitions,":[168],"NDR":[170],"reduces":[171],"time":[173],"complexity":[174],"evaluation":[177],"by":[178],"removing":[179],"converged":[180],"non-bridge":[184],"nodes.":[185],"Experimental":[186],"results":[187],"on":[188,198],"synthetic":[189],"networks":[192],"prove":[193],"effectiveness":[195],"CFMM":[197],"state-of-the-art":[199],"algorithms":[200],"terms":[202],"accuracy,":[204],"quality,":[205],"providing":[208],"more":[209],"precise":[210],"high-quality":[212]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
