{"id":"https://openalex.org/W2094013877","doi":"https://doi.org/10.1109/tcyb.2014.2305974","title":"A Multiobjective Evolutionary Algorithm Based on Similarity for Community Detection From Signed Social Networks","display_name":"A Multiobjective Evolutionary Algorithm Based on Similarity for Community Detection From Signed Social Networks","publication_year":2014,"publication_date":"2014-03-04","ids":{"openalex":"https://openalex.org/W2094013877","doi":"https://doi.org/10.1109/tcyb.2014.2305974","mag":"2094013877","pmid":"https://pubmed.ncbi.nlm.nih.gov/25296410"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2014.2305974","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2305974","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221036/6936410/06755451.pdf","source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6221036/6936410/06755451.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049684765","display_name":"Chenlong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenlong Liu","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China#TAB#","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375038","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-6834-5350"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China#TAB#","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017544600","display_name":"Zhongzhou Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongzhou Jiang","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China#TAB#","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":14.503,"has_fulltext":true,"cited_by_count":232,"citation_normalized_percentile":{"value":0.99391289,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"44","issue":"12","first_page":"2274","last_page":"2287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9912999868392944,"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":0.982699990272522,"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/similarity","display_name":"Similarity (geometry)","score":0.690468966960907},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5273082256317139},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48571404814720154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4689704179763794},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3747037649154663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3551722764968872}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.690468966960907},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5273082256317139},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48571404814720154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4689704179763794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3747037649154663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3551722764968872},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2014.2305974","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2305974","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221036/6936410/06755451.pdf","source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:25296410","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25296410","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/tcyb.2014.2305974","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2305974","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221036/6936410/06755451.pdf","source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G178255154","display_name":null,"funder_award_id":"61271301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G321290060","display_name":null,"funder_award_id":"K5051202052","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7080408838","display_name":null,"funder_award_id":"20130203110010","funder_id":"https://openalex.org/F4320336024","funder_display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China"},{"id":"https://openalex.org/G8588314346","display_name":null,"funder_award_id":"61103119","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336024","display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2094013877.pdf","grobid_xml":"https://content.openalex.org/works/W2094013877.grobid-xml"},"referenced_works_count":75,"referenced_works":["https://openalex.org/W44499440","https://openalex.org/W67123050","https://openalex.org/W379337736","https://openalex.org/W934261879","https://openalex.org/W1511938660","https://openalex.org/W1516301787","https://openalex.org/W1574010683","https://openalex.org/W1613448136","https://openalex.org/W1668065109","https://openalex.org/W1957430778","https://openalex.org/W1970301364","https://openalex.org/W1971421925","https://openalex.org/W1976702945","https://openalex.org/W1994618970","https://openalex.org/W1994687138","https://openalex.org/W1995996823","https://openalex.org/W2008620264","https://openalex.org/W2020504153","https://openalex.org/W2022615159","https://openalex.org/W2022867359","https://openalex.org/W2023655578","https://openalex.org/W2031232041","https://openalex.org/W2035479247","https://openalex.org/W2047940964","https://openalex.org/W2051552712","https://openalex.org/W2053081145","https://openalex.org/W2069300506","https://openalex.org/W2070370209","https://openalex.org/W2070882870","https://openalex.org/W2079599800","https://openalex.org/W2089458547","https://openalex.org/W2091202730","https://openalex.org/W2095293504","https://openalex.org/W2097216034","https://openalex.org/W2100240966","https://openalex.org/W2102664282","https://openalex.org/W2103887734","https://openalex.org/W2109095862","https://openalex.org/W2111533131","https://openalex.org/W2112090702","https://openalex.org/W2112461976","https://openalex.org/W2114051435","https://openalex.org/W2118608338","https://openalex.org/W2120043163","https://openalex.org/W2120698362","https://openalex.org/W2122654242","https://openalex.org/W2123950200","https://openalex.org/W2124637492","https://openalex.org/W2125242594","https://openalex.org/W2126105956","https://openalex.org/W2131681506","https://openalex.org/W2132463752","https://openalex.org/W2143381319","https://openalex.org/W2144780381","https://openalex.org/W2162146505","https://openalex.org/W2164727176","https://openalex.org/W2164928285","https://openalex.org/W2164998314","https://openalex.org/W2171552940","https://openalex.org/W2304198887","https://openalex.org/W2914959486","https://openalex.org/W2976664243","https://openalex.org/W2994964425","https://openalex.org/W2996402732","https://openalex.org/W3098765153","https://openalex.org/W3099768174","https://openalex.org/W3142588439","https://openalex.org/W4254761308","https://openalex.org/W4285719527","https://openalex.org/W6630432195","https://openalex.org/W6630838125","https://openalex.org/W6636447677","https://openalex.org/W6636862596","https://openalex.org/W6771627385","https://openalex.org/W6771673361"],"related_works":["https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W4245490552","https://openalex.org/W4225152035","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W1587224694","https://openalex.org/W2911598644","https://openalex.org/W2384897607"],"abstract_inverted_index":{"Various":[0],"types":[1],"of":[2,35,102,126,197,207],"social":[3,15,75],"relationships,":[4],"such":[5],"as":[6,13,107],"friends":[7],"and":[8,22,84,90,128,135,182,205,214,217,231,235],"foes,":[9],"can":[10,55,146,159,170],"be":[11],"represented":[12],"signed":[14,70,82],"networks":[16,41,185,210],"(SNs)":[17],"that":[18,239],"contain":[19],"both":[20,162,179],"positive":[21,44,89],"negative":[23,91],"links.":[24,45],"Although":[25],"many":[26],"community":[27],"detection":[28],"(CD)":[29],"algorithms":[30,53],"have":[31],"been":[32],"proposed,":[33],"most":[34],"them":[36],"were":[37],"designed":[38,97],"primarily":[39],"for":[40,131],"containing":[42],"only":[43],"Thus,":[46],"it":[47],"is":[48,139,226],"important":[49],"to":[50,68,98,122,142,166,193],"design":[51],"CD":[52],"which":[54],"handle":[56],"large-scale":[57,183],"SNs.":[58],"To":[59],"this":[60,143,167],"purpose,":[61],"we":[62,112],"first":[63],"extend":[64],"the":[65,69,74,81,85,100,124,152,177,195,203,236],"original":[66],"similarity":[67,71,83],"based":[72,79],"on":[73,80,209],"balance":[76],"theory.":[77],"Then,":[78],"natural":[86],"contradiction":[87],"between":[88,148,229],"links,":[92],"two":[93],"objective":[94],"functions":[95],"are":[96,191],"model":[99],"problem":[101],"detecting":[103],"communities":[104,174],"in":[105,219],"SNs":[106],"a":[108,114,133,156],"multiobjective":[109,115],"problem.":[110],"Afterward,":[111],"propose":[113],"evolutionary":[116,153],"algorithm,":[117],"called":[118],"MEAs-SN.":[119,198],"In":[120,176],"MEAs-SN,":[121],"overcome":[123],"defects":[125],"direct":[127,134],"indirect":[129,136],"representations":[130,150],"communities,":[132],"combined":[137],"representation":[138],"designed.":[140],"Attributing":[141],"representation,":[144,168],"MEAs-SN":[145,158,169,208,230,240],"switch":[147],"different":[149],"during":[151],"process.":[154],"As":[155],"result,":[157],"benefit":[160],"from":[161],"representations.":[163],"Moreover,":[164],"owing":[165],"also":[171,218,227],"detect":[172],"overlapping":[173],"directly.":[175],"experiments,":[178],"benchmark":[180],"problems":[181],"synthetic":[184],"generated":[186],"by":[187],"various":[188,220],"parameter":[189],"settings":[190],"used":[192],"validate":[194],"performance":[196],"The":[199],"experimental":[200],"results":[201,237],"show":[202,238],"effectiveness":[204],"efficacy":[206],"with":[211],"1000,":[212],"5000,":[213],"10,000":[215],"nodes":[216],"noisy":[221],"situations.":[222],"A":[223],"thorough":[224],"comparison":[225],"made":[228],"three":[232],"existing":[233],"algorithms,":[234],"outperforms":[241],"other":[242],"algorithms.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":37},{"year":2018,"cited_by_count":28},{"year":2017,"cited_by_count":31},{"year":2016,"cited_by_count":23},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
