{"id":"https://openalex.org/W7116771300","doi":"https://doi.org/10.1109/tnse.2025.3645073","title":"Local Community Detection in Complex Networks: A Brief Survey and an Algorithm Based on Identifying High-Quality Core Region","display_name":"Local Community Detection in Complex Networks: A Brief Survey and an Algorithm Based on Identifying High-Quality Core Region","publication_year":2025,"publication_date":"2025-12-22","ids":{"openalex":"https://openalex.org/W7116771300","doi":"https://doi.org/10.1109/tnse.2025.3645073"},"language":null,"primary_location":{"id":"doi:10.1109/tnse.2025.3645073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3645073","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/A5121008525","display_name":"Qianqian Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Cai","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1661-7075","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121014283","display_name":"Tong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Wang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0005-1916-777X","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051154103","display_name":"Mali Xing","orcid":"https://orcid.org/0000-0002-4583-8590"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mali Xing","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-5541-9538","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanyan Ye","orcid":"https://orcid.org/0000-0002-3153-692X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Ye","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3153-692X","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065677770","display_name":"Minyue Fu","orcid":"https://orcid.org/0000-0002-4659-601X"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyue Fu","raw_affiliation_strings":["School of System Design and Intelligent Manufacturing, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-4659-601X","affiliations":[{"raw_affiliation_string":"School of System Design and Intelligent Manufacturing, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8037,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7960038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"5489","last_page":"5504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9713000059127808,"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":0.9713000059127808,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.015200000256299973,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.5734999775886536},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.4927999973297119},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47540000081062317},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4562999904155731},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4203000068664551},{"id":"https://openalex.org/keywords/cohesion","display_name":"Cohesion (chemistry)","score":0.4032999873161316},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.36419999599456787},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.3495999872684479}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6832000017166138},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.598800003528595},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.5734999775886536},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.4927999973297119},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47540000081062317},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4708000123500824},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4562999904155731},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4203000068664551},{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.4032999873161316},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.36419999599456787},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.3495999872684479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3237999975681305},{"id":"https://openalex.org/C2779455803","wikidata":"https://www.wikidata.org/wiki/Q490933","display_name":"Local community","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.2955000102519989},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2928999960422516},{"id":"https://openalex.org/C14641543","wikidata":"https://www.wikidata.org/wiki/Q553270","display_name":"Group cohesiveness","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2025.3645073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3645073","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/G1513168902","display_name":null,"funder_award_id":"62273100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4755201282","display_name":null,"funder_award_id":"62141606","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6980025378","display_name":null,"funder_award_id":"62273101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8958417070","display_name":null,"funder_award_id":"2024A1515010193","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":124,"referenced_works":["https://openalex.org/W596517489","https://openalex.org/W1491635691","https://openalex.org/W1538070674","https://openalex.org/W1630390168","https://openalex.org/W1817993605","https://openalex.org/W1969913143","https://openalex.org/W1970301364","https://openalex.org/W1971421925","https://openalex.org/W1985451470","https://openalex.org/W1985497632","https://openalex.org/W1994225347","https://openalex.org/W2012369610","https://openalex.org/W2015953751","https://openalex.org/W2016273060","https://openalex.org/W2023655578","https://openalex.org/W2033507223","https://openalex.org/W2086254934","https://openalex.org/W2089458547","https://openalex.org/W2091202730","https://openalex.org/W2094234423","https://openalex.org/W2095072199","https://openalex.org/W2095189226","https://openalex.org/W2095293504","https://openalex.org/W2112090702","https://openalex.org/W2118608338","https://openalex.org/W2122515732","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2154851992","https://openalex.org/W2161455936","https://openalex.org/W2164928285","https://openalex.org/W2228765530","https://openalex.org/W2279005051","https://openalex.org/W2294347342","https://openalex.org/W2346765529","https://openalex.org/W2552991372","https://openalex.org/W2604166883","https://openalex.org/W2775279345","https://openalex.org/W2789557002","https://openalex.org/W2793868694","https://openalex.org/W2794141977","https://openalex.org/W2797417972","https://openalex.org/W2803188032","https://openalex.org/W2887568436","https://openalex.org/W2897249806","https://openalex.org/W2905284068","https://openalex.org/W2947408788","https://openalex.org/W2953850996","https://openalex.org/W2963420254","https://openalex.org/W2963806858","https://openalex.org/W2964129681","https://openalex.org/W2969540496","https://openalex.org/W2971007869","https://openalex.org/W2977501088","https://openalex.org/W2995878843","https://openalex.org/W2998154301","https://openalex.org/W3000616021","https://openalex.org/W3000952162","https://openalex.org/W3004482892","https://openalex.org/W3005817846","https://openalex.org/W3012620686","https://openalex.org/W3026980734","https://openalex.org/W3044134894","https://openalex.org/W3046029591","https://openalex.org/W3081302693","https://openalex.org/W3094504436","https://openalex.org/W3095862525","https://openalex.org/W3101413764","https://openalex.org/W3118422481","https://openalex.org/W3127790674","https://openalex.org/W3130454269","https://openalex.org/W3154363944","https://openalex.org/W3161727575","https://openalex.org/W3163230711","https://openalex.org/W3175907093","https://openalex.org/W3188293280","https://openalex.org/W3194841521","https://openalex.org/W3207915408","https://openalex.org/W4210395241","https://openalex.org/W4220851512","https://openalex.org/W4221010831","https://openalex.org/W4221061701","https://openalex.org/W4226341425","https://openalex.org/W4295339107","https://openalex.org/W4309835959","https://openalex.org/W4312500569","https://openalex.org/W4315652696","https://openalex.org/W4317933619","https://openalex.org/W4319321528","https://openalex.org/W4319751177","https://openalex.org/W4321002415","https://openalex.org/W4322761889","https://openalex.org/W4353065549","https://openalex.org/W4360861669","https://openalex.org/W4365813873","https://openalex.org/W4382203328","https://openalex.org/W4385307684","https://openalex.org/W4386736951","https://openalex.org/W4387309424","https://openalex.org/W4388019126","https://openalex.org/W4390480766","https://openalex.org/W4391235922","https://openalex.org/W4392152054","https://openalex.org/W4396521318","https://openalex.org/W4399452275","https://openalex.org/W4400072405","https://openalex.org/W4400188273","https://openalex.org/W4401213335","https://openalex.org/W4401731127","https://openalex.org/W4402897315","https://openalex.org/W4405232473","https://openalex.org/W4405600262","https://openalex.org/W4406461671","https://openalex.org/W4407214562","https://openalex.org/W4407566283","https://openalex.org/W4407782600","https://openalex.org/W4408235812","https://openalex.org/W4409020147","https://openalex.org/W4409326483","https://openalex.org/W4409640606","https://openalex.org/W4410227878","https://openalex.org/W4410492045","https://openalex.org/W4411358746","https://openalex.org/W4411551173"],"related_works":[],"abstract_inverted_index":{"Community":[0,119],"detection":[1,26,52,173],"is":[2,60,72,98,121],"capable":[3],"of":[4,88,103,111,148],"uncovering":[5],"the":[6,22,64,76,86,101,109,126,145,149],"inherent":[7],"structure":[8],"and":[9,41,140,183],"functional":[10],"organization":[11],"within":[12],"complex":[13],"networks":[14],"by":[15,124],"analyzing":[16],"multi-scale":[17,181],"topological":[18],"features.":[19],"According":[20],"to":[21,74,84,107,159],"brief":[23],"survey,":[24],"local":[25,50],"methods":[27],"demonstrate":[28,165],"notable":[29],"strengths,":[30],"but":[31],"challenges":[32],"persist":[33],"in":[34,46],"selecting":[35],"suitable":[36,89],"seeds,":[37],"identifying":[38,56],"community":[39,51,157,161,172],"cores,":[40],"precisely":[42],"extending":[43],"communities.":[44],"Therefore,":[45],"this":[47],"paper,":[48],"a":[49,68,93],"algorithm":[53,169],"based":[54],"on":[55,100],"high-quality":[57,112,116],"core":[58,69,113],"region":[59,114],"proposed.":[61],"Specifically,":[62],"at":[63],"seed":[65],"selection":[66,87],"stage,":[67],"cohesiveness":[70],"index":[71],"constructed":[73],"quantify":[75],"node":[77],"importance,":[78],"with":[79,131,175],"two-step":[80],"filtering":[81],"strategy":[82],"implemented":[83],"refine":[85,160],"seeds.":[90],"After":[91],"that,":[92],"hierarchical":[94],"affinity":[95,105],"evaluation":[96],"mechanism":[97],"proposed":[99,168],"basis":[102],"node-core":[104],"values":[106],"ensure":[108],"formation":[110],"(i.e.,":[115],"initial":[117],"community).":[118],"extension":[120],"then":[122],"achieved":[123],"using":[125],"enhanced":[127],"objective":[128],"function":[129],"combined":[130],"an":[132],"incremental":[133],"update":[134],"strategy,":[135],"it":[136],"preserves":[137],"structural":[138],"cohesion":[139],"reduces":[141],"computational":[142],"costs.":[143],"Finally,":[144],"membership":[146],"assignments":[147],"remaining":[150],"nodes":[151],"will":[152],"be":[153],"further":[154],"processed":[155],"through":[156],"optimization":[158],"boundaries.":[162],"Experimental":[163],"results":[164],"that":[166],"our":[167],"outperforms":[170],"other":[171],"algorithms":[174],"relatively":[176],"low":[177],"time":[178],"complexities":[179],"across":[180],"real-world":[182],"synthetic":[184],"networks.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-12-22T00:00:00"}
