{"id":"https://openalex.org/W3110535306","doi":"https://doi.org/10.1145/3423067","title":"BiNeTClus","display_name":"BiNeTClus","publication_year":2020,"publication_date":"2020-11-13","ids":{"openalex":"https://openalex.org/W3110535306","doi":"https://doi.org/10.1145/3423067","mag":"3110535306"},"language":"en","primary_location":{"id":"doi:10.1145/3423067","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3423067","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","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/A5074285653","display_name":"Mohamed Bouguessa","orcid":"https://orcid.org/0000-0002-0851-8889"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mohamed Bouguessa","raw_affiliation_strings":["University of Quebec at Montreal, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"University of Quebec at Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105424470","display_name":"Khaled Nouri","orcid":null},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khaled Nouri","raw_affiliation_strings":["University of Quebec at Montreal, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"University of Quebec at Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074285653"],"corresponding_institution_ids":["https://openalex.org/I159129438"],"apc_list":null,"apc_paid":null,"fwci":0.134,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46806497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9972000122070312,"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/T11478","display_name":"Caching and Content Delivery","score":0.9932000041007996,"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/computer-science","display_name":"Computer science","score":0.8848944902420044},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.8297959566116333},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.5902294516563416},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5035440325737},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.42508774995803833},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3571750521659851},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.07552272081375122}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8848944902420044},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.8297959566116333},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.5902294516563416},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5035440325737},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.42508774995803833},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3571750521659851},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.07552272081375122},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3423067","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3423067","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W144313889","https://openalex.org/W1971844861","https://openalex.org/W1975237658","https://openalex.org/W1987643017","https://openalex.org/W2011843642","https://openalex.org/W2020489688","https://openalex.org/W2020547732","https://openalex.org/W2029373408","https://openalex.org/W2032273054","https://openalex.org/W2047624089","https://openalex.org/W2072975902","https://openalex.org/W2089458547","https://openalex.org/W2095293504","https://openalex.org/W2098509290","https://openalex.org/W2115167491","https://openalex.org/W2119998616","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2139549981","https://openalex.org/W2156457972","https://openalex.org/W2160249427","https://openalex.org/W2168768094","https://openalex.org/W2221663280","https://openalex.org/W2469279958","https://openalex.org/W2615497679","https://openalex.org/W2914259457","https://openalex.org/W2952929724","https://openalex.org/W3099768174","https://openalex.org/W4248776151"],"related_works":["https://openalex.org/W2371352078","https://openalex.org/W2953461625","https://openalex.org/W2077383796","https://openalex.org/W4230687177","https://openalex.org/W1968829728","https://openalex.org/W2349859869","https://openalex.org/W2076272170","https://openalex.org/W144313889","https://openalex.org/W2286030698","https://openalex.org/W3088754131"],"abstract_inverted_index":{"We":[0],"investigate":[1],"the":[2,14,55,58,68,77,88,99,102,117,164,191,200,204,212,217,230,233],"problem":[3],"of":[4,16,19,28,48,57,67,79,93,101,119,153,161,180,190,203,211,232],"community":[5,39,89,133,219],"detection":[6,134],"in":[7,41,73,76,136,141],"bipartite":[8,42,103,137,213],"networks":[9,138,168,228],"that":[10,22,86,139,166,173,183],"are":[11,45],"characterized":[12],"by":[13],"presence":[15,78],"two":[17,142],"types":[18],"nodes":[20,27,82,154,177,179,189],"such":[21],"connections":[23,85],"exist":[24],"only":[25],"between":[26],"different":[29],"types.":[30],"While":[31],"some":[32],"approaches":[33,60],"have":[34],"been":[35],"proposed":[36,59,234],"to":[37,51,98,105,121,186,198,215],"identify":[38,216],"structures":[40],"networks,":[43],"there":[44],"a":[46,131,156],"number":[47,118],"problems":[49],"still":[50],"solve.":[52],"In":[53],"fact,":[54],"majority":[56],"suffer":[61],"from":[62],"one":[63,181],"or":[64],"even":[65],"more":[66],"following":[69],"limitations:":[70],"(1)":[71],"difficulty":[72],"detecting":[74],"communities":[75,120],"many":[80,170],"non-discriminating":[81],"with":[83,163,169],"atypical":[84,171],"hide":[87],"structures,":[90],"(2)":[91],"loss":[92],"relevant":[94],"topological":[95],"information":[96],"due":[97],"transformation":[100],"network":[104],"standard":[106],"plain":[107],"graphs,":[108],"and":[109,178,226],"(3)":[110],"manually":[111],"specifying":[112],"several":[113],"input":[114],"parameters,":[115],"including":[116],"be":[122],"identified.":[123],"To":[124],"alleviate":[125],"these":[126],"problems,":[127],"we":[128],"propose":[129],"BiNeTClus,":[130],"parameter-free":[132],"algorithm":[135],"operates":[140],"phases.":[143],"The":[144,194],"first":[145,205],"phase":[146,196,206],"focuses":[147],"on":[148,223],"identifying":[149],"an":[150,208],"initial":[151],"grouping":[152],"through":[155],"transactional":[157],"data":[158],"model":[159],"capable":[160],"dealing":[162],"situation":[165],"involves":[167],"connections,":[172],"is,":[174],"sparsely":[175],"connected":[176],"type":[182],"massively":[184],"connect":[185],"all":[187],"other":[188],"second":[192,195],"type.":[193],"aims":[197],"refine":[199],"clustering":[201],"results":[202],"via":[207],"optimization":[209],"strategy":[210],"modularity":[214],"final":[218],"structures.":[220],"Our":[221],"experiments":[222],"both":[224],"synthetic":[225],"real":[227],"illustrate":[229],"suitability":[231],"approach.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2020-12-07T00:00:00"}
