{"id":"https://openalex.org/W2897941366","doi":"https://doi.org/10.1109/cec.2018.8477659","title":"A PSO Based Community Detection in Social Networks with Node Attributes","display_name":"A PSO Based Community Detection in Social Networks with Node Attributes","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897941366","doi":"https://doi.org/10.1109/cec.2018.8477659","mag":"2897941366"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2018.8477659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102973940","display_name":"K. Chaitanya","orcid":null},"institutions":[{"id":"https://openalex.org/I110675161","display_name":"Infosys (India)","ror":"https://ror.org/03bs18y54","country_code":"IN","type":"company","lineage":["https://openalex.org/I110675161"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K Chaitanya","raw_affiliation_strings":["Infosys Limited, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infosys Limited, Hyderabad, India","institution_ids":["https://openalex.org/I110675161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111965646","display_name":"D. V. L. N. Somayajulu","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dvln Somayajulu","raw_affiliation_strings":["Dept. of Computer Science & Engineering, National Institute of Technology, Warangal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Engineering, National Institute of Technology, Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112223097","display_name":"P. Radha Krishna","orcid":"https://orcid.org/0000-0001-8298-7571"},"institutions":[{"id":"https://openalex.org/I110675161","display_name":"Infosys (India)","ror":"https://ror.org/03bs18y54","country_code":"IN","type":"company","lineage":["https://openalex.org/I110675161"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P Radha Krishna","raw_affiliation_strings":["Infosys Limited, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infosys Limited, Hyderabad, India","institution_ids":["https://openalex.org/I110675161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9940999746322632,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9829000234603882,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8101860284805298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7617782354354858},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7007830142974854},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6869784593582153},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5858297348022461},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5555192828178406},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.5435348749160767},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.4784964621067047},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.440912127494812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3957848846912384},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36925601959228516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10436123609542847},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0939541757106781}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8101860284805298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7617782354354858},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7007830142974854},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6869784593582153},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5858297348022461},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5555192828178406},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.5435348749160767},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.4784964621067047},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.440912127494812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3957848846912384},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36925601959228516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10436123609542847},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0939541757106781},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2018.8477659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W943239101","https://openalex.org/W950821216","https://openalex.org/W1505823450","https://openalex.org/W1585002319","https://openalex.org/W1820051232","https://openalex.org/W1971421925","https://openalex.org/W2004011155","https://openalex.org/W2009323159","https://openalex.org/W2030640142","https://openalex.org/W2033884996","https://openalex.org/W2043218896","https://openalex.org/W2061901927","https://openalex.org/W2095293504","https://openalex.org/W2101580881","https://openalex.org/W2111642621","https://openalex.org/W2116007667","https://openalex.org/W2116114298","https://openalex.org/W2118840131","https://openalex.org/W2125580539","https://openalex.org/W2128366083","https://openalex.org/W2131681506","https://openalex.org/W2135232426","https://openalex.org/W2137962371","https://openalex.org/W2138278080","https://openalex.org/W2139386984","https://openalex.org/W2148606196","https://openalex.org/W2150174329","https://openalex.org/W2152195021","https://openalex.org/W2155235751","https://openalex.org/W2156271866","https://openalex.org/W2157601049","https://openalex.org/W2162012556","https://openalex.org/W2164928285","https://openalex.org/W2169490594","https://openalex.org/W2248258351","https://openalex.org/W2407381433","https://openalex.org/W2417411739","https://openalex.org/W2418475060","https://openalex.org/W2543580944","https://openalex.org/W6657928315","https://openalex.org/W6683477168","https://openalex.org/W6714231197"],"related_works":["https://openalex.org/W1622964048","https://openalex.org/W30315714","https://openalex.org/W1906975550","https://openalex.org/W1965274140","https://openalex.org/W779885325","https://openalex.org/W2150972844","https://openalex.org/W2393615320","https://openalex.org/W3110435694","https://openalex.org/W2001760863","https://openalex.org/W2185145003"],"abstract_inverted_index":{"Community":[0],"structures":[1],"in":[2,20,31,37,95,139,185],"networks":[3],"are":[4,128],"helpful":[5],"to":[6,24,159],"understand":[7],"the":[8,13,18,29,32,63,75,78,86,93,107,125,135,148,161,166,177],"network":[9,14],"structure":[10],"and":[11,92,105,134,156,163,176],"analyze":[12],"properties.":[15],"Majority":[16],"of":[17,65,165,187],"studies":[19],"this":[21,43],"area":[22],"tend":[23],"discover":[25],"communities":[26,38,101],"by":[27,61,73,84],"analyzing":[28,74],"linkages":[30],"networks,":[33],"which":[34,109],"may":[35],"result":[36],"with":[39,69,147,173],"diversified":[40],"attributes.":[41,80],"In":[42],"paper,":[44],"we":[45],"model":[46],"community":[47,58],"detection":[48,59],"as":[49],"an":[50],"optimization":[51,68],"problem.":[52],"This":[53],"paper":[54],"proposes":[55],"a":[56,111],"novel":[57],"approach":[60,172],"leveraging":[62],"concepts":[64],"particle":[66],"swarm":[67,98],"dynamic":[70],"neighborhood":[71],"topology":[72],"similarity":[76,113],"between":[77],"node":[79],"The":[81,115],"process":[82,136],"starts":[83],"dividing":[85],"particles":[87,94],"into":[88],"several":[89],"sub":[90,97],"swarms,":[91],"each":[96],"iteratively":[99],"form":[100],"through":[102],"information":[103],"exchange":[104],"integrating":[106],"nodes":[108],"satisfy":[110],"threshold":[112],"score.":[114],"presented":[116],"method":[117,146,182],"does":[118],"not":[119],"require":[120],"any":[121],"prior":[122],"knowledge":[123],"about":[124],"communities.":[126],"Experiments":[127],"carried":[129],"out":[130],"on":[131],"real-life":[132],"datasets,":[133],"is":[137],"executed":[138],"parallel,":[140],"asynchronous":[141],"environments.":[142],"We":[143,168],"evaluated":[144],"our":[145,171,181],"evaluation":[149],"properties":[150],"namely":[151],"Omega":[152],"index,":[153],"Silhouette":[154],"coefficient":[155,158],"Tanimoto":[157],"evaluate":[160],"performance":[162],"quality":[164],"clusters.":[167],"also":[169],"compared":[170],"existing":[174],"approaches,":[175],"results":[178],"demonstrate":[179],"that":[180],"performed":[183],"better":[184],"terms":[186],"measured":[188],"metrics.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
