{"id":"https://openalex.org/W4232996794","doi":"https://doi.org/10.1109/asonam.2014.6921583","title":"An ant colony optimization method to detect communities in social networks","display_name":"An ant colony optimization method to detect communities in social networks","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W4232996794","doi":"https://doi.org/10.1109/asonam.2014.6921583"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2014.6921583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2014.6921583","pdf_url":null,"source":{"id":"https://openalex.org/S4363608209","display_name":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","raw_type":"proceedings-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/A5112330639","display_name":"Saeed Haji Seyed Javadi","orcid":null},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Saeed H.S. Javadi","raw_affiliation_strings":["Department of Computer Science, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047428600","display_name":"Shahram Khadivi","orcid":"https://orcid.org/0000-0001-5499-6542"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shahram Khadivi","raw_affiliation_strings":["Department of Computer Science, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050124278","display_name":"Mohammad Ebrahim Shiri","orcid":"https://orcid.org/0000-0002-8312-5276"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M. Ebrahim Shiri","raw_affiliation_strings":["Department of Computer Science, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100380896","display_name":"Jia Xu","orcid":"https://orcid.org/0000-0002-1996-0162"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Xu","raw_affiliation_strings":["Center for Machine Intelligence, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Center for Machine Intelligence, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112330639"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":null,"apc_paid":null,"fwci":0.3072,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.55696203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9922999739646912,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7464105486869812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.715114951133728},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.7102574706077576},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.686781108379364},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6833655834197998},{"id":"https://openalex.org/keywords/hierarchical-clustering-of-networks","display_name":"Hierarchical clustering of networks","score":0.571413516998291},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.5458720922470093},{"id":"https://openalex.org/keywords/clique-percolation-method","display_name":"Clique percolation method","score":0.49468061327934265},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4557580053806305},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4506356120109558},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4480646848678589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44724905490875244},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.41157156229019165},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.398202121257782},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36170530319213867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1233031153678894},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.090884268283844},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.07602629065513611}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7464105486869812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.715114951133728},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.7102574706077576},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.686781108379364},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6833655834197998},{"id":"https://openalex.org/C82261393","wikidata":"https://www.wikidata.org/wiki/Q17038699","display_name":"Hierarchical clustering of networks","level":5,"score":0.571413516998291},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.5458720922470093},{"id":"https://openalex.org/C128243737","wikidata":"https://www.wikidata.org/wiki/Q5134414","display_name":"Clique percolation method","level":3,"score":0.49468061327934265},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4557580053806305},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4506356120109558},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4480646848678589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44724905490875244},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.41157156229019165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.398202121257782},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36170530319213867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1233031153678894},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.090884268283844},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.07602629065513611},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam.2014.6921583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2014.6921583","pdf_url":null,"source":{"id":"https://openalex.org/S4363608209","display_name":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1612336946","https://openalex.org/W1971421925","https://openalex.org/W1993834492","https://openalex.org/W2015953751","https://openalex.org/W2020043601","https://openalex.org/W2023655578","https://openalex.org/W2033034700","https://openalex.org/W2089458547","https://openalex.org/W2095293504","https://openalex.org/W2120043163","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2171211995","https://openalex.org/W2171707538","https://openalex.org/W4302918582"],"related_works":["https://openalex.org/W4292477917","https://openalex.org/W2613291114","https://openalex.org/W2153048426","https://openalex.org/W2379037722","https://openalex.org/W2140131129","https://openalex.org/W1597862883","https://openalex.org/W1989028327","https://openalex.org/W2097005420","https://openalex.org/W2946349596","https://openalex.org/W2555493574"],"abstract_inverted_index":{"Community":[0],"detection":[1],"is":[2,37,45,112],"an":[3],"important":[4],"task":[5],"in":[6],"social":[7],"network":[8,15,83],"analysis.":[9],"It":[10],"aims":[11],"to":[12,38,70],"partition":[13],"the":[14,40,77,82],"into":[16,84],"clusters":[17,43],"so":[18],"that":[19,31,109],"interactions":[20],"among":[21],"members":[22],"within":[23],"a":[24,46,61,100],"cluster":[25],"are":[26,55],"considerably":[27],"more":[28],"frequent":[29],"than":[30],"across":[32],"clusters.":[33],"A":[34],"typical":[35],"instantiation":[36],"maximize":[39],"modularity":[41],"of":[42,102],"which":[44],"NP-hard":[47],"problem,":[48],"and":[49,52,89,94,105],"thus,":[50],"heuristic":[51,92],"meta-heuristic":[53],"algorithms":[54],"employed":[56],"as":[57],"approximation.":[58],"We":[59],"present":[60],"novel":[62],"divisive":[63],"algorithm":[64,80,111],"based":[65],"on":[66,99],"ant":[67],"colony":[68],"optimization":[69],"detect":[71],"hierarchical":[72,116],"community":[73,117],"structure":[74,118],"by":[75],"maximizing":[76],"modularity.":[78],"Our":[79],"splits":[81],"two":[85],"local":[86],"communities":[87],"iteratively":[88],"incorporates":[90],"both":[91],"information":[93],"pheromone":[95],"trails.":[96],"Experimental":[97],"results":[98],"set":[101],"synthetic":[103],"benchmarks":[104],"real-world":[106],"networks":[107],"verified":[108],"our":[110],"highly":[113],"effective":[114],"for":[115],"detection.":[119]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
