{"id":"https://openalex.org/W2724995883","doi":"https://doi.org/10.1145/3080574","title":"Mining Community Structures in Multidimensional Networks","display_name":"Mining Community Structures in Multidimensional Networks","publication_year":2017,"publication_date":"2017-06-29","ids":{"openalex":"https://openalex.org/W2724995883","doi":"https://doi.org/10.1145/3080574","mag":"2724995883"},"language":"en","primary_location":{"id":"doi:10.1145/3080574","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3080574","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"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 Knowledge Discovery from Data","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/A5053374802","display_name":"Oualid Boutemine","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":"Oualid Boutemine","raw_affiliation_strings":["University of Quebec at Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Quebec at Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"last","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":false,"raw_author_name":"Mohamed Bouguessa","raw_affiliation_strings":["University of Quebec at Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Quebec at Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I159129438"],"apc_list":null,"apc_paid":null,"fwci":1.6739,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.83801179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"4","first_page":"1","last_page":"36"},"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":0.9921000003814697,"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":0.9713000059127808,"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/computer-science","display_name":"Computer science","score":0.7879608273506165},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7004567384719849},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6480879783630371},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5734043121337891},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5461030602455139},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5150370597839355},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4395086467266083},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41570961475372314},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41464468836784363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3768448233604431},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37166768312454224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879608273506165},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7004567384719849},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6480879783630371},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5734043121337891},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5461030602455139},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5150370597839355},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4395086467266083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41570961475372314},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41464468836784363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3768448233604431},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37166768312454224},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3080574","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3080574","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"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 Knowledge Discovery from Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W26556108","https://openalex.org/W178409488","https://openalex.org/W606701410","https://openalex.org/W788502760","https://openalex.org/W1506441132","https://openalex.org/W1532325895","https://openalex.org/W1542978828","https://openalex.org/W1655843738","https://openalex.org/W1787618517","https://openalex.org/W1807089695","https://openalex.org/W1839609872","https://openalex.org/W1958510962","https://openalex.org/W1987515125","https://openalex.org/W1988515336","https://openalex.org/W1993150471","https://openalex.org/W2004843357","https://openalex.org/W2008209917","https://openalex.org/W2011843642","https://openalex.org/W2012685480","https://openalex.org/W2017588197","https://openalex.org/W2024128809","https://openalex.org/W2024165284","https://openalex.org/W2030644393","https://openalex.org/W2041681655","https://openalex.org/W2059270055","https://openalex.org/W2059861509","https://openalex.org/W2074617510","https://openalex.org/W2079744817","https://openalex.org/W2080161383","https://openalex.org/W2085265340","https://openalex.org/W2086243891","https://openalex.org/W2095646393","https://openalex.org/W2095711515","https://openalex.org/W2095985933","https://openalex.org/W2097645701","https://openalex.org/W2098509290","https://openalex.org/W2100452521","https://openalex.org/W2100628741","https://openalex.org/W2113573459","https://openalex.org/W2114532600","https://openalex.org/W2117526408","https://openalex.org/W2123583562","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2147475342","https://openalex.org/W2151936673","https://openalex.org/W2157527521","https://openalex.org/W2163485494","https://openalex.org/W2164998314","https://openalex.org/W2165997484","https://openalex.org/W2188527654","https://openalex.org/W2275612136","https://openalex.org/W2318857129","https://openalex.org/W2561675875","https://openalex.org/W2788176369","https://openalex.org/W2963155478","https://openalex.org/W2963302977","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3106488715","https://openalex.org/W3123041312","https://openalex.org/W3142650592","https://openalex.org/W4231934124","https://openalex.org/W4235169531","https://openalex.org/W4285719527","https://openalex.org/W6687116673"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W2615795876","https://openalex.org/W2049612369","https://openalex.org/W2770872919","https://openalex.org/W4214571255"],"abstract_inverted_index":{"We":[0],"investigate":[1],"the":[2,46,49,59,70,84,100,111,139,172,177,180,185,195,203,232,235],"problem":[3],"of":[4,39,48,58,72,78,87,96,102,110,137,152,174,187,194,202,234],"community":[5,30,216],"detection":[6],"in":[7,16,32,66,122,142,219],"multidimensional":[8,33,229],"networks,":[9,34],"that":[10,104,134,207],"is,":[11],"networks":[12,67,230],"where":[13],"entities":[14],"engage":[15],"various":[17],"interaction":[18],"types":[19],"(dimensions)":[20],"simultaneously.":[21],"While":[22],"some":[23],"approaches":[24,51,113],"have":[25],"been":[26],"proposed":[27,50,147,204],"to":[28,42,81,183,211],"identify":[29,83,213],"structures":[31,217],"there":[35],"are":[36,114],"a":[37,94,106,123,131,143,159,164,220],"number":[38,101,186],"problems":[40],"still":[41],"solve.":[43],"In":[44,126],"fact,":[45],"majority":[47],"suffer":[52],"from":[53],"one":[54],"or":[55],"even":[56],"more":[57],"following":[60],"limitations:":[61],"(1)":[62],"difficulty":[63],"detecting":[64],"communities":[65,153],"characterized":[68],"by":[69],"presence":[71],"many":[73],"irrelevant":[74],"dimensions,":[75],"(2)":[76],"lack":[77],"systematic":[79],"procedures":[80],"explicitly":[82],"relevant":[85,188,197],"dimensions":[86,175],"each":[88],"community,":[89],"and":[90,154,163,227],"(3)":[91],"dependence":[92],"on":[93,225],"set":[95],"user-supplied":[97],"parameters,":[98],"including":[99],"communities,":[103],"require":[105],"proper":[107],"tuning.":[108],"Most":[109],"existing":[112],"inadequate":[115],"for":[116],"dealing":[117],"with":[118],"these":[119],"three":[120],"issues":[121],"unified":[124],"framework.":[125,145],"this":[127],"paper,":[128],"we":[129],"develop":[130],"novel":[132,160],"approach":[133,148,205],"is":[135,206,209],"capable":[136],"addressing":[138],"aforementioned":[140],"limitations":[141],"single":[144],"The":[146],"allows":[149],"automated":[150],"identification":[151],"their":[155],"sub-dimensional":[156],"spaces":[157],"using":[158],"objective":[161],"function":[162],"constrained":[165],"label":[166],"propagation-based":[167],"optimization":[168],"strategy.":[169],"By":[170],"leveraging":[171],"relevance":[173],"at":[176],"node":[178],"level,":[179],"strategy":[181],"aims":[182],"maximize":[184],"within-community":[189],"links":[190],"while":[191],"keeping":[192],"track":[193],"most":[196],"dimensions.":[198],"A":[199],"notable":[200],"feature":[201],"it":[208],"able":[210],"automatically":[212],"low":[214],"dimensional":[215,222],"embedded":[218],"high":[221],"space.":[223],"Experiments":[224],"synthetic":[226],"real":[228],"illustrate":[231],"suitability":[233],"new":[236],"method.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
