{"id":"https://openalex.org/W4387607402","doi":"https://doi.org/10.1142/s0219691323500534","title":"Community detection: Concepts, algorithms, evaluation and challenges","display_name":"Community detection: Concepts, algorithms, evaluation and challenges","publication_year":2023,"publication_date":"2023-10-14","ids":{"openalex":"https://openalex.org/W4387607402","doi":"https://doi.org/10.1142/s0219691323500534"},"language":"en","primary_location":{"id":"doi:10.1142/s0219691323500534","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219691323500534","pdf_url":null,"source":{"id":"https://openalex.org/S56986848","display_name":"International Journal of Wavelets Multiresolution and Information Processing","issn_l":"0219-6913","issn":["0219-6913","1793-690X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wavelets, Multiresolution and Information Processing","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/A5100988570","display_name":"Song Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Qu","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038687122","display_name":"Guan Yuan","orcid":"https://orcid.org/0000-0003-3148-9817"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guan Yuan","raw_affiliation_strings":["Digitization of Mine, Engineering Research Center of Ministry of Education, Xuzhou 221116 Jiangsu, P. R. China","School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-3148-9817","affiliations":[{"raw_affiliation_string":"Digitization of Mine, Engineering Research Center of Ministry of Education, Xuzhou 221116 Jiangsu, P. R. China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409297","display_name":"Hui Xu","orcid":"https://orcid.org/0000-0003-4188-022X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Xu","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-4188-022X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635692","display_name":"Yanmei Zhang","orcid":"https://orcid.org/0000-0002-6533-519X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmei Zhang","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-6533-519X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013644258","display_name":"Mingqing Tang","orcid":"https://orcid.org/0000-0003-2501-4436"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqing Tang","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-2501-4436","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, No. 1 Daxue Road, Jiangsu 22116, P. R. China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101923145","display_name":"Mu Zhu","orcid":"https://orcid.org/0000-0002-6744-9887"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mu Zhu","raw_affiliation_strings":["State Key Laboratory of NBC Protection for Civilian, Beijing 100038, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-6744-9887","affiliations":[{"raw_affiliation_string":"State Key Laboratory of NBC Protection for Civilian, Beijing 100038, P. R. China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038687122"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":0.3842,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62208476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"22","issue":"03","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.7692999839782715,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.7692999839782715,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.7495999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7660537362098694},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.636894702911377},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6322841644287109},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5071871280670166},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.438631147146225},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3566928505897522},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3504754304885864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3407450020313263},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.13131511211395264},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10148906707763672},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0823981761932373},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07335728406906128}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7660537362098694},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.636894702911377},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6322841644287109},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5071871280670166},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.438631147146225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3566928505897522},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3504754304885864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3407450020313263},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.13131511211395264},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10148906707763672},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0823981761932373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07335728406906128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219691323500534","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219691323500534","pdf_url":null,"source":{"id":"https://openalex.org/S56986848","display_name":"International Journal of Wavelets Multiresolution and Information Processing","issn_l":"0219-6913","issn":["0219-6913","1793-690X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wavelets, Multiresolution and Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4657983894","display_name":null,"funder_award_id":"KC22047","funder_id":"https://openalex.org/F4320336657","funder_display_name":"Xuzhou Science and Technology Program"},{"id":"https://openalex.org/G5103861003","display_name":null,"funder_award_id":"71774159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8067542446","display_name":null,"funder_award_id":"2021T140707","funder_id":"https://openalex.org/F4320335473","funder_display_name":"Postdoctoral Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335473","display_name":"Postdoctoral Science Foundation of Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320336657","display_name":"Xuzhou Science and Technology Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W53619750","https://openalex.org/W103340358","https://openalex.org/W1581750077","https://openalex.org/W1774824195","https://openalex.org/W1969913143","https://openalex.org/W1976702945","https://openalex.org/W1991098816","https://openalex.org/W1992923616","https://openalex.org/W2001924027","https://openalex.org/W2009779426","https://openalex.org/W2011211123","https://openalex.org/W2016621483","https://openalex.org/W2017987256","https://openalex.org/W2023655578","https://openalex.org/W2025543856","https://openalex.org/W2038518475","https://openalex.org/W2038920443","https://openalex.org/W2040886165","https://openalex.org/W2060181055","https://openalex.org/W2061344791","https://openalex.org/W2074194940","https://openalex.org/W2078411287","https://openalex.org/W2091202730","https://openalex.org/W2095072199","https://openalex.org/W2095293504","https://openalex.org/W2102931907","https://openalex.org/W2118608338","https://openalex.org/W2120407371","https://openalex.org/W2124088278","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2132914434","https://openalex.org/W2139818818","https://openalex.org/W2143981963","https://openalex.org/W2157082398","https://openalex.org/W2161455936","https://openalex.org/W2164928285","https://openalex.org/W2386195190","https://openalex.org/W2568076425","https://openalex.org/W2587005729","https://openalex.org/W2590794104","https://openalex.org/W2606584716","https://openalex.org/W2607776459","https://openalex.org/W2765712738","https://openalex.org/W2773655274","https://openalex.org/W2790411542","https://openalex.org/W2790658443","https://openalex.org/W2794244213","https://openalex.org/W2808409763","https://openalex.org/W2904470306","https://openalex.org/W2937960736","https://openalex.org/W2945849554","https://openalex.org/W2962962992","https://openalex.org/W2963622759","https://openalex.org/W2966423701","https://openalex.org/W2976263314","https://openalex.org/W2997223565","https://openalex.org/W3015140126","https://openalex.org/W3038037918","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W4210874139","https://openalex.org/W4224282110","https://openalex.org/W4238715246","https://openalex.org/W4309009361","https://openalex.org/W4312106615"],"related_works":["https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2730112582","https://openalex.org/W2358580169","https://openalex.org/W2111347279","https://openalex.org/W2110696645","https://openalex.org/W2487211728","https://openalex.org/W2378096925","https://openalex.org/W2348031209","https://openalex.org/W2485376993"],"abstract_inverted_index":{"Recently,":[0],"research":[1],"on":[2],"complex":[3,25],"networks":[4],"has":[5],"become":[6],"a":[7,13],"hot":[8],"topic.":[9],"Community":[10],"detection,":[11],"as":[12,93],"main":[14],"task":[15],"in":[16,24,46,82,99],"social":[17],"network":[18],"analysis,":[19],"plays":[20],"an":[21],"important":[22],"role":[23],"networks.":[26],"In":[27],"this":[28,89],"paper,":[29],"we":[30],"survey":[31],"and":[32,36,41,59,62,67],"summarize":[33],"the":[34,52,60,79,83,94],"development":[35],"trend":[37],"of":[38],"community":[39,100],"detection":[40],"analyze":[42],"typical":[43],"algorithms":[44,53],"presented":[45],"recent":[47],"years.":[48],"We":[49],"first":[50],"discuss":[51],"from":[54],"algorithmic":[55],"thinking,":[56],"key":[57],"technology":[58],"advantages":[61],"disadvantages.":[63],"Second,":[64],"evaluation":[65],"metrics":[66],"datasets":[68],"are":[69,75],"introduced.":[70],"Finally,":[71],"some":[72],"application":[73,81],"scenarios":[74],"pointed":[76],"out":[77],"for":[78,96],"potential":[80],"future.":[84],"It":[85],"is":[86],"hoped":[87],"that":[88],"review":[90],"will":[91],"serve":[92],"steppingstone":[95],"those":[97],"interested":[98],"detection.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
