{"id":"https://openalex.org/W4413755886","doi":"https://doi.org/10.14778/3718057.3718070","title":"Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks","display_name":"Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413755886","doi":"https://doi.org/10.14778/3718057.3718070"},"language":"en","primary_location":{"id":"doi:10.14778/3718057.3718070","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3718057.3718070","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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":"Proceedings of the VLDB Endowment","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/A5100335467","display_name":"Shu Wang","orcid":"https://orcid.org/0000-0002-5355-2015"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu Wang","raw_affiliation_strings":["The Chinese University of Hong, Kong, Shenzhen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong, Kong, Shenzhen","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043494334","display_name":"Yixiang Fang","orcid":"https://orcid.org/0000-0002-5047-8593"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixiang Fang","raw_affiliation_strings":["The Chinese University of Hong, Kong, Shenzhen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong, Kong, Shenzhen","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027215908","display_name":"Wensheng Luo","orcid":"https://orcid.org/0000-0002-1463-814X"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wensheng Luo","raw_affiliation_strings":["The Chinese University of Hong, Kong, Shenzhen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong, Kong, Shenzhen","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210116924"],"apc_list":null,"apc_paid":null,"fwci":2.4111,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89256693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"18","issue":"5","first_page":"1425","last_page":"1438"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9922000169754028,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9890000224113464,"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/computer-science","display_name":"Computer science","score":0.48844972252845764}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48844972252845764}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3718057.3718070","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3718057.3718070","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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":"Proceedings of the VLDB Endowment","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":60,"referenced_works":["https://openalex.org/W1967863517","https://openalex.org/W1977998106","https://openalex.org/W1978582243","https://openalex.org/W1980162113","https://openalex.org/W1984903982","https://openalex.org/W1986051614","https://openalex.org/W1993384523","https://openalex.org/W2033852356","https://openalex.org/W2037487875","https://openalex.org/W2042123098","https://openalex.org/W2055378546","https://openalex.org/W2063999654","https://openalex.org/W2070700141","https://openalex.org/W2089554624","https://openalex.org/W2095293504","https://openalex.org/W2115346774","https://openalex.org/W2125895010","https://openalex.org/W2127048411","https://openalex.org/W2138621811","https://openalex.org/W2149288670","https://openalex.org/W2212315060","https://openalex.org/W2531563875","https://openalex.org/W2537874831","https://openalex.org/W2538025144","https://openalex.org/W2547646153","https://openalex.org/W2590430884","https://openalex.org/W2621145626","https://openalex.org/W2739042199","https://openalex.org/W2774854434","https://openalex.org/W2885972824","https://openalex.org/W2949055953","https://openalex.org/W2962788915","https://openalex.org/W2963919031","https://openalex.org/W2971297580","https://openalex.org/W2990670023","https://openalex.org/W2995433856","https://openalex.org/W3011712100","https://openalex.org/W3030754506","https://openalex.org/W3031513812","https://openalex.org/W3046268417","https://openalex.org/W3080190857","https://openalex.org/W3082410713","https://openalex.org/W3084119411","https://openalex.org/W3102641634","https://openalex.org/W3154047990","https://openalex.org/W3175973146","https://openalex.org/W3198329374","https://openalex.org/W4232226726","https://openalex.org/W4255445101","https://openalex.org/W4285451014","https://openalex.org/W4289655999","https://openalex.org/W4312471676","https://openalex.org/W4312839977","https://openalex.org/W4367360752","https://openalex.org/W4376471829","https://openalex.org/W4386128216","https://openalex.org/W4395681000","https://openalex.org/W4399175443","https://openalex.org/W4400526727","https://openalex.org/W4402042827"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Heterogeneous":[0],"information":[1,11],"networks":[2],"(HINs)":[3],"are":[4],"prevalent":[5],"in":[6,22,80,138,167,204],"various":[7,29,126],"domains,":[8],"including":[9],"bibliographic":[10],"networks,":[12],"social":[13],"media,":[14],"and":[15,38,54,83,146,156,164,208],"knowledge":[16],"graphs.":[17],"As":[18],"a":[19,77,96,178],"fundamental":[20],"topic":[21],"HIN":[23,109],"mining,":[24],"community":[25,98,103],"mining":[26],"has":[27],"found":[28],"real":[30],"applications,":[31],"such":[32,141],"as":[33,142],"recommendation,":[34],"biological":[35],"data":[36],"analysis,":[37],"event":[39],"organization.":[40],"Most":[41],"existing":[42],"works":[43,65],"often":[44],"rely":[45],"on":[46,149,195],"meta-paths,":[47],"relational":[48],"constraints,":[49],"spectral":[50],"partitioning,":[51],"label":[52],"propagation,":[53],"network":[55],"representation":[56],"to":[57],"define":[58],"the":[59,70,86,108,114,136,139,150,171,183,188,191,199,209],"communities.":[60],"However,":[61],"almost":[62],"all":[63,187],"these":[64],"do":[66],"not":[67,123],"explicitly":[68,112],"consider":[69],"structural":[71,115,127],"similarity":[72,116,128],"between":[73,117],"vertices,":[74],"which":[75,106],"plays":[76],"vital":[78],"role":[79],"modeling":[81],"communities":[82,110,207],"also":[84,131],"ignore":[85],"specific":[87,179],"roles":[88,134],"of":[89,135,201,212],"vertices.":[90,118],"In":[91,119],"this":[92],"paper,":[93],"we":[94,152],"propose":[95],"novel":[97],"model,":[99],"called":[100],"structurally":[101],"similar":[102],"(SSC)":[104],",":[105],"models":[107],"by":[111],"considering":[113],"particular,":[120],"SSC":[121,176,202],"can":[122],"only":[124],"support":[125,160],"measures,":[129],"but":[130],"identify":[132],"different":[133],"vertices":[137],"community,":[140],"cores,":[143],"non-cores,":[144],"hubs,":[145],"outliers.":[147],"Based":[148],"SSC,":[151],"develop":[153],"fast":[154],"online":[155],"index-based":[157],"algorithms":[158],"that":[159],"both":[161],"efficient":[162],"searching":[163],"detecting":[165],"SSCs":[166,189],"large":[168],"HINs,":[169],"where":[170],"former":[172],"one":[173,185],"searches":[174],"an":[175],"containing":[177],"query":[180],"vertex":[181],"while":[182],"latter":[184],"detects":[186],"from":[190],"HIN.":[192],"Extensive":[193],"experiments":[194],"real-world":[196],"datasets":[197],"demonstrate":[198],"effectiveness":[200],"model":[203],"revealing":[205],"meaningful":[206],"high":[210],"efficiency":[211],"our":[213],"proposed":[214],"algorithms.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}