{"id":"https://openalex.org/W2783191601","doi":"https://doi.org/10.4018/ijrsda.2018040102","title":"Metaheuristic Algorithms for Detect Communities in Social Networks: A Comparative Analysis Study","display_name":"Metaheuristic Algorithms for Detect Communities in Social Networks: A Comparative Analysis Study","publication_year":2018,"publication_date":"2018-01-11","ids":{"openalex":"https://openalex.org/W2783191601","doi":"https://doi.org/10.4018/ijrsda.2018040102","mag":"2783191601"},"language":"en","primary_location":{"id":"doi:10.4018/ijrsda.2018040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijrsda.2018040102","pdf_url":null,"source":{"id":"https://openalex.org/S4210215979","display_name":"International Journal of Rough Sets and Data Analysis","issn_l":"2334-4598","issn":["2334-4598","2334-4601"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Rough Sets and Data Analysis","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/A5085432173","display_name":"Aboul Ella Hassanien","orcid":"https://orcid.org/0000-0002-9989-6681"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Aboul Ella Hassanien","raw_affiliation_strings":["Information Technology Department, Cairo University, Giza, Egypt"],"affiliations":[{"raw_affiliation_string":"Information Technology Department, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058774414","display_name":"Ramadan Babers","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]},{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ramadan Babers","raw_affiliation_strings":["Helwan University, Helwan, Egypt, and Scientific Research Group in Egypt (SRGE), Egypt"],"affiliations":[{"raw_affiliation_string":"Helwan University, Helwan, Egypt, and Scientific Research Group in Egypt (SRGE), Egypt","institution_ids":["https://openalex.org/I84058292","https://openalex.org/I4210134598"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085432173"],"corresponding_institution_ids":["https://openalex.org/I145487455"],"apc_list":null,"apc_paid":null,"fwci":0.1508,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43529785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"5","issue":"2","first_page":"25","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9768000245094299,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9036999940872192,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cuckoo-search","display_name":"Cuckoo search","score":0.8259657025337219},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7262449264526367},{"id":"https://openalex.org/keywords/cuckoo","display_name":"Cuckoo","score":0.7230490446090698},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6406360864639282},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6189563274383545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6189470887184143},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.5436446666717529},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49938106536865234},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.4667494595050812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42370811104774475},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3432542383670807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3207082748413086},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2727811932563782},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.21339717507362366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16865119338035583},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.106443852186203}],"concepts":[{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.8259657025337219},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7262449264526367},{"id":"https://openalex.org/C2776810535","wikidata":"https://www.wikidata.org/wiki/Q26381","display_name":"Cuckoo","level":2,"score":0.7230490446090698},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6406360864639282},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6189563274383545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6189470887184143},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.5436446666717529},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49938106536865234},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.4667494595050812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42370811104774475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3432542383670807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3207082748413086},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2727811932563782},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.21339717507362366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16865119338035583},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.106443852186203},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijrsda.2018040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijrsda.2018040102","pdf_url":null,"source":{"id":"https://openalex.org/S4210215979","display_name":"International Journal of Rough Sets and Data Analysis","issn_l":"2334-4598","issn":["2334-4598","2334-4601"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Rough Sets and Data Analysis","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W610200145","https://openalex.org/W1198412626","https://openalex.org/W1491635691","https://openalex.org/W1581750077","https://openalex.org/W1900016956","https://openalex.org/W1934481708","https://openalex.org/W1970204203","https://openalex.org/W1971421925","https://openalex.org/W1976744965","https://openalex.org/W1983345514","https://openalex.org/W2000135657","https://openalex.org/W2001979953","https://openalex.org/W2023655578","https://openalex.org/W2027892408","https://openalex.org/W2046611948","https://openalex.org/W2091424681","https://openalex.org/W2092347923","https://openalex.org/W2095293504","https://openalex.org/W2098509290","https://openalex.org/W2116819994","https://openalex.org/W2119669490","https://openalex.org/W2123227010","https://openalex.org/W2124088278","https://openalex.org/W2124637492","https://openalex.org/W2131681506","https://openalex.org/W2146815027","https://openalex.org/W2148606196","https://openalex.org/W2155461593","https://openalex.org/W2181144303","https://openalex.org/W2181677101","https://openalex.org/W2289176709","https://openalex.org/W2290868822","https://openalex.org/W2291912036","https://openalex.org/W2296746822","https://openalex.org/W2309178873","https://openalex.org/W2325627303","https://openalex.org/W2341880350","https://openalex.org/W2400125713","https://openalex.org/W2474129286","https://openalex.org/W2482589566","https://openalex.org/W2488056629","https://openalex.org/W2963618366","https://openalex.org/W3004819067","https://openalex.org/W3099768174","https://openalex.org/W3101288326","https://openalex.org/W3101413764"],"related_works":["https://openalex.org/W3183935101","https://openalex.org/W3004779303","https://openalex.org/W2765530022","https://openalex.org/W4309048563","https://openalex.org/W2755443890","https://openalex.org/W2980152930","https://openalex.org/W25690811","https://openalex.org/W2780013245","https://openalex.org/W164326178","https://openalex.org/W3042398923"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3],"comparative":[4],"analysis":[5],"between":[6],"Cuckoo":[7,65],"Search":[8,66],"Optimization":[9,12,16,67,76,80],"Algorithm,":[10],"Lion":[11,79],"Algorithm":[13,68,77,81],"and":[14,29,46,55,78,102],"Ant-Lion":[15,75],"Algorithm.":[17],"Zachary":[18],"karate":[19],"Club,":[20],"The":[21,64],"Bottlenose":[22],"Dolphin":[23],"Network,":[24,28],"American":[25],"College":[26],"Football":[27],"Facebook":[30],"used":[31,92],"as":[32,82],"benchmark":[33,93],"datasets":[34,94],"for":[35],"comparison,":[36],"the":[37,44,70],"results":[38],"proved":[39],"those":[40],"algorithms":[41],"can":[42],"define":[43],"structure":[45],"detect":[47,89],"communities":[48,90],"of":[49,87],"complex":[50],"networks":[51],"with":[52,95],"high":[53],"accuracy":[54,97],"quality":[56],"based":[57],"on":[58],"different":[59],"method":[60],"that":[61],"it":[62,83],"used.":[63],"is":[69],"best":[71],"algorithm":[72],"compared":[73],"to":[74],"got":[84],"greatest":[85],"number":[86],"communities,":[88],"in":[91],"average":[96,99,103],"%69,":[98],"modularity":[100],"%62":[101],"fitness":[104],"%60.":[105]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
