{"id":"https://openalex.org/W2575218683","doi":"https://doi.org/10.14778/3067421.3067430","title":"From community detection to community profiling","display_name":"From community detection to community profiling","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2575218683","doi":"https://doi.org/10.14778/3067421.3067430","mag":"2575218683"},"language":"en","primary_location":{"id":"doi:10.14778/3067421.3067430","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3067421.3067430","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/A5075041075","display_name":"Hongyun Cai","orcid":"https://orcid.org/0000-0003-1175-429X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]}],"countries":["AU","SG"],"is_corresponding":false,"raw_author_name":"Hongyun Cai","raw_affiliation_strings":["Advanced Digital Sciences Center, Singapore and The University of Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, Singapore and The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802","https://openalex.org/I4210108443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065995973","display_name":"Vincent W. Zheng","orcid":"https://orcid.org/0000-0002-0904-3184"},"institutions":[{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Vincent W. Zheng","raw_affiliation_strings":["Advanced Digital Sciences Center, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, Singapore","institution_ids":["https://openalex.org/I4210108443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001854345","display_name":"Fanwei Zhu","orcid":"https://orcid.org/0000-0002-8730-938X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fanwei Zhu","raw_affiliation_strings":["Zhejiang University City College, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University City College, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101880377","display_name":"Kevin Chen\u2013Chuan Chang","orcid":"https://orcid.org/0000-0003-0997-6803"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Chen-Chuan Chang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078170935","display_name":"Zi Huang","orcid":"https://orcid.org/0000-0002-9738-4949"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zi Huang","raw_affiliation_strings":["The University of Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8018,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.95687081,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"7","first_page":"817","last_page":"828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/profiling","display_name":"Profiling (computer programming)","score":0.9086185097694397},{"id":"https://openalex.org/keywords/parallelizable-manifold","display_name":"Parallelizable manifold","score":0.7525968551635742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6932898759841919},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.601618230342865},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.508571982383728},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4937334954738617},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47259506583213806},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.4519384801387787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1875286102294922},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12496021389961243},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11379292607307434},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08956724405288696}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.9086185097694397},{"id":"https://openalex.org/C148047603","wikidata":"https://www.wikidata.org/wiki/Q1014612","display_name":"Parallelizable manifold","level":2,"score":0.7525968551635742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6932898759841919},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.601618230342865},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.508571982383728},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4937334954738617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47259506583213806},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.4519384801387787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1875286102294922},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12496021389961243},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11379292607307434},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08956724405288696},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14778/3067421.3067430","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3067421.3067430","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"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:675197","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W140573599","https://openalex.org/W1576828772","https://openalex.org/W1880262756","https://openalex.org/W1971432354","https://openalex.org/W1977713568","https://openalex.org/W1981467090","https://openalex.org/W1987235421","https://openalex.org/W2001082470","https://openalex.org/W2012921801","https://openalex.org/W2016273060","https://openalex.org/W2054116241","https://openalex.org/W2055287507","https://openalex.org/W2056951373","https://openalex.org/W2062317253","https://openalex.org/W2078106834","https://openalex.org/W2078411287","https://openalex.org/W2095711515","https://openalex.org/W2099878672","https://openalex.org/W2105547690","https://openalex.org/W2111002549","https://openalex.org/W2111315907","https://openalex.org/W2116684163","https://openalex.org/W2120119131","https://openalex.org/W2124672527","https://openalex.org/W2128916364","https://openalex.org/W2130852547","https://openalex.org/W2132368295","https://openalex.org/W2137962371","https://openalex.org/W2145893390","https://openalex.org/W2155461593","https://openalex.org/W2165515835","https://openalex.org/W2167521368","https://openalex.org/W2169463887","https://openalex.org/W2188869342","https://openalex.org/W2229478988","https://openalex.org/W2296746822","https://openalex.org/W2368841069","https://openalex.org/W3006377983","https://openalex.org/W3102647957","https://openalex.org/W3104955266","https://openalex.org/W3106006586","https://openalex.org/W4292081303","https://openalex.org/W6731937440"],"related_works":["https://openalex.org/W4285069850","https://openalex.org/W2891970004","https://openalex.org/W1996916724","https://openalex.org/W4240963716","https://openalex.org/W1974634278","https://openalex.org/W1596637634","https://openalex.org/W2321918740","https://openalex.org/W2154273227","https://openalex.org/W1776186222","https://openalex.org/W2900794160"],"abstract_inverted_index":{"Most":[0],"existing":[1],"community-related":[2],"studies":[3],"focus":[4],"on":[5,76,154],"detection,":[6],"which":[7,139],"aim":[8],"to":[9,46,128],"find":[10],"the":[11,50,63,67,77,143,167],"community":[12,31,70,91,107],"membership":[13,22],"for":[14,62],"each":[15],"user":[16,18,74,81,85],"from":[17],"friendship":[19],"links.":[20],"However,":[21],"alone,":[23],"without":[24],"a":[25,30,90,120,135],"complete":[26],"profile":[27,99],"of":[28,69,94,106],"what":[29],"is":[32,109,148,163],"and":[33,52,84,100,118,124,146,159],"how":[34],"it":[35,147,162],"interacts":[36],"with":[37,142],"other":[38],"communities,":[39],"has":[40],"limited":[41],"applications.":[42,57],"This":[43],"motivates":[44],"us":[45],"consider":[47],"systematically":[48],"profiling":[49,108],"communities":[51],"thereby":[53],"developing":[54],"useful":[55],"community-level":[56],"In":[58],"this":[59],"paper,":[60],"we":[61,88],"first":[64],"time":[65],"formalize":[66],"concept":[68],"profiling.":[71],"With":[72],"rich":[73],"information":[75],"network,":[78],"such":[79],"as":[80],"published":[82],"content":[83,98],"diffusion":[86,102],"links,":[87],"characterize":[89],"in":[92,170],"terms":[93],"both":[95],"its":[96],"internal":[97],"external":[101],"profile.":[103],"The":[104],"difficulty":[105],"often":[110],"underestimated.":[111],"We":[112,132,151],"novelly":[113],"identify":[114],"three":[115],"unique":[116],"challenges":[117],"propose":[119],"joint":[121],"Community":[122],"Profiling":[123],"Detection":[125],"(CPD)":[126],"model":[127],"address":[129],"them":[130],"accordingly.":[131],"also":[133],"contribute":[134],"scalable":[136],"inference":[137],"algorithm,":[138],"scales":[140],"linearly":[141],"data":[144,157],"size":[145],"easily":[149],"parallelizable.":[150],"evaluate":[152],"CPD":[153],"large-scale":[155],"real-world":[156],"sets,":[158],"show":[160],"that":[161],"significantly":[164],"better":[165],"than":[166],"state-of-the-art":[168],"baselines":[169],"various":[171],"tasks.":[172]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}