{"id":"https://openalex.org/W4390931173","doi":"https://doi.org/10.1142/s0219525925500031","title":"MULTILAYER STOCHASTIC BLOCK MODELS FOR COMMUNITY DETECTION IN HETEROGENEOUS NETWORKS","display_name":"MULTILAYER STOCHASTIC BLOCK MODELS FOR COMMUNITY DETECTION IN HETEROGENEOUS NETWORKS","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4390931173","doi":"https://doi.org/10.1142/s0219525925500031"},"language":"en","primary_location":{"id":"doi:10.1142/s0219525925500031","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525925500031","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03442935/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022745415","display_name":"Hamed Kabiri Kenari","orcid":null},"institutions":[{"id":"https://openalex.org/I181744264","display_name":"Kharazmi University","ror":"https://ror.org/05hsgex59","country_code":"IR","type":"education","lineage":["https://openalex.org/I181744264"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"HAMED KABIRI KENARI","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Faculty of Engineering Kharazmi University, Tehran, Iran","Kharazmi University [Tehran] (Tehran - Iran)"],"raw_orcid":"https://orcid.org/0000-0003-0374-8957","affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Faculty of Engineering Kharazmi University, Tehran, Iran","institution_ids":["https://openalex.org/I181744264"]},{"raw_affiliation_string":"Kharazmi University [Tehran] (Tehran - Iran)","institution_ids":["https://openalex.org/I181744264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058463986","display_name":"Farshad Eshghi","orcid":"https://orcid.org/0000-0002-9504-4297"},"institutions":[{"id":"https://openalex.org/I181744264","display_name":"Kharazmi University","ror":"https://ror.org/05hsgex59","country_code":"IR","type":"education","lineage":["https://openalex.org/I181744264"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"FARSHAD ESHGHI","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Faculty of Engineering Kharazmi University, Tehran, Iran","Kharazmi University [Tehran] (Tehran - Iran)"],"raw_orcid":"https://orcid.org/0000-0002-9504-4297","affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Faculty of Engineering Kharazmi University, Tehran, Iran","institution_ids":["https://openalex.org/I181744264"]},{"raw_affiliation_string":"Kharazmi University [Tehran] (Tehran - Iran)","institution_ids":["https://openalex.org/I181744264"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006836256","display_name":"Manoochehr Kelarestaghi","orcid":"https://orcid.org/0000-0002-4154-2135"},"institutions":[{"id":"https://openalex.org/I181744264","display_name":"Kharazmi University","ror":"https://ror.org/05hsgex59","country_code":"IR","type":"education","lineage":["https://openalex.org/I181744264"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"MANOOCHEHR KELARESTAGHI","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Faculty of Engineering Kharazmi University, Tehran, Iran","Kharazmi University [Tehran] (Tehran - Iran)"],"raw_orcid":"https://orcid.org/0000-0002-4154-2135","affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Faculty of Engineering Kharazmi University, Tehran, Iran","institution_ids":["https://openalex.org/I181744264"]},{"raw_affiliation_string":"Kharazmi University [Tehran] (Tehran - Iran)","institution_ids":["https://openalex.org/I181744264"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022745415"],"corresponding_institution_ids":["https://openalex.org/I181744264"],"apc_list":null,"apc_paid":null,"fwci":0.5391,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59284775,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"28","issue":"03","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9801999926567078,"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":0.9801999926567078,"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":0.9139999747276306,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stochastic-block-model","display_name":"Stochastic block model","score":0.8186633586883545},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6105253100395203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5060953497886658},{"id":"https://openalex.org/keywords/block-model","display_name":"Block model","score":0.43917953968048096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2989041209220886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22227945923805237},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1931292712688446},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.06884351372718811},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.0682404637336731}],"concepts":[{"id":"https://openalex.org/C2779982251","wikidata":"https://www.wikidata.org/wiki/Q25053762","display_name":"Stochastic block model","level":3,"score":0.8186633586883545},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6105253100395203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5060953497886658},{"id":"https://openalex.org/C2993597952","wikidata":"https://www.wikidata.org/wiki/Q108123644","display_name":"Block model","level":2,"score":0.43917953968048096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2989041209220886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22227945923805237},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1931292712688446},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.06884351372718811},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0682404637336731},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0219525925500031","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525925500031","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03442935v3","is_oa":true,"landing_page_url":"https://hal.science/hal-03442935","pdf_url":"https://hal.science/hal-03442935/document","source":{"id":"https://openalex.org/S4406922454","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023","raw_type":"Preprints, Working Papers, ..."},{"id":"pmh:oai:RePEc:wsi:acsxxx:v:28:y:2025:i:03:n:s0219525925500031","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219525925500031","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03442935v3","is_oa":true,"landing_page_url":"https://hal.science/hal-03442935","pdf_url":"https://hal.science/hal-03442935/document","source":{"id":"https://openalex.org/S4406922454","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023","raw_type":"Preprints, Working Papers, ..."},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390931173.pdf","grobid_xml":"https://content.openalex.org/works/W4390931173.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W745973578","https://openalex.org/W1470088430","https://openalex.org/W1579473384","https://openalex.org/W1976160665","https://openalex.org/W1980347317","https://openalex.org/W1987643017","https://openalex.org/W2004531067","https://openalex.org/W2038224551","https://openalex.org/W2041559463","https://openalex.org/W2053222667","https://openalex.org/W2102907934","https://openalex.org/W2119998616","https://openalex.org/W2144799688","https://openalex.org/W2161455936","https://openalex.org/W2164594745","https://openalex.org/W2252566672","https://openalex.org/W3187818851"],"related_works":["https://openalex.org/W3006206211","https://openalex.org/W4384201376","https://openalex.org/W4379599535","https://openalex.org/W2951132354","https://openalex.org/W2963285371","https://openalex.org/W3205521290","https://openalex.org/W2057736710","https://openalex.org/W4287597762","https://openalex.org/W3137238582","https://openalex.org/W3160515686"],"abstract_inverted_index":{"Heterogeneous":[0],"networks":[1,30,34,75,125,144],"have":[2,19,127,146],"multiple":[3],"types":[4],"of":[5,179],"nodes":[6,132,151],"and":[7,16,31,103,172],"edges.":[8],"Single-layer":[9],"stochastic":[10],"block":[11],"model":[12,120,139],"(SBM),":[13],"bipartite":[14],"SBM,":[15],"multiplex":[17],"SBM":[18,41],"been":[20,44],"proposed":[21,181],"as":[22,37,76],"a":[23],"tool":[24],"for":[25,35,47,61],"detecting":[26,48,62],"community":[27,49],"structure":[28],"in":[29,50,64,115,124,143,160],"generating":[32],"synthetic":[33],"use":[36],"benchmarks.":[38],"Yet,":[39],"any":[40],"has":[42,121,140],"not":[43],"introduced":[45],"specifically":[46],"heterogeneous":[51,58,65,74,191],"networks.":[52,66,162,192],"In":[53,134],"this":[54],"paper,":[55],"we":[56,71,154,164],"introduce":[57],"multilayer":[59,77],"SBMs":[60],"communities":[63,130,149],"According":[67,111],"to":[68,112,184,190],"these":[69,90,180],"models,":[70],"look":[72],"at":[73],"networks,":[78],"which":[79,145],"means":[80],"each":[81],"edge":[82],"type":[83],"shows":[84],"one":[85],"layer.":[86],"We":[87],"can":[88],"categorize":[89],"models":[91,158,182,186],"into":[92],"two":[93],"broad":[94],"groups,":[95],"those":[96],"based":[97,105],"on":[98,106],"the":[99,107,117,136,167,177],"independent":[100,118],"degree":[101,109,119,138],"principle":[102],"other":[104],"shared":[108,137],"principle.":[110],"our":[113,157],"results,":[114],"general,":[116],"better":[122,141],"performance":[123,142],"that":[126,156,187],"less":[128],"common":[129,148],"between":[131,150],"types.":[133,152],"contrast,":[135],"more":[147],"Also,":[153],"show":[155,176],"outperform":[159],"real-world":[161],"If":[163],"put":[165],"aside":[166],"exception":[168],"case,":[169],"simulation":[170],"results":[171],"real":[173],"data":[174],"applications":[175],"effectiveness":[178],"compared":[183],"single-layer":[185],"are":[188],"applied":[189]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}