{"id":"https://openalex.org/W2139071457","doi":"https://doi.org/10.1145/2684822.2685323","title":"On Integrating Network and Community Discovery","display_name":"On Integrating Network and Community Discovery","publication_year":2015,"publication_date":"2015-01-28","ids":{"openalex":"https://openalex.org/W2139071457","doi":"https://doi.org/10.1145/2684822.2685323","mag":"2139071457"},"language":"en","primary_location":{"id":"doi:10.1145/2684822.2685323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2684822.2685323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-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/A5101681243","display_name":"Jialu Liu","orcid":"https://orcid.org/0000-0002-9581-6947"},"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":true,"raw_author_name":"Jialu Liu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028089542","display_name":"Char\u0173 C. Aggarwal","orcid":"https://orcid.org/0000-0003-2579-7581"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]},{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charu Aggarwal","raw_affiliation_strings":["IBM T. J. Watson Research Center, Yorktown Heights, NY, USA","IBM T. J. Watson Research Center, Yorktown Heights , NY, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights , NY, USA#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019539533","display_name":"Jiawei Han","orcid":"https://orcid.org/0000-0002-3629-2696"},"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":"Jiawei Han","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101681243"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":1.6662,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.83983082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"126"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9951000213623047,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9921000003814697,"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":0.8159109950065613},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6687090992927551},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6401915550231934},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6114802956581116},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.569267213344574},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5350096821784973},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.49563491344451904},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.47528401017189026},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4665149450302124},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.43887585401535034},{"id":"https://openalex.org/keywords/evolving-networks","display_name":"Evolving networks","score":0.43232154846191406},{"id":"https://openalex.org/keywords/organizational-network-analysis","display_name":"Organizational network analysis","score":0.41948166489601135},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4166754186153412},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3583850860595703},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.2626984715461731},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2569608986377716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23173031210899353},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.14108318090438843},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.13747075200080872}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8159109950065613},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6687090992927551},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6401915550231934},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6114802956581116},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.569267213344574},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5350096821784973},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.49563491344451904},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.47528401017189026},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4665149450302124},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.43887585401535034},{"id":"https://openalex.org/C36647736","wikidata":"https://www.wikidata.org/wiki/Q5418752","display_name":"Evolving networks","level":3,"score":0.43232154846191406},{"id":"https://openalex.org/C62886766","wikidata":"https://www.wikidata.org/wiki/Q17013138","display_name":"Organizational network analysis","level":3,"score":0.41948166489601135},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4166754186153412},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3583850860595703},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.2626984715461731},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2569608986377716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23173031210899353},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.14108318090438843},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.13747075200080872},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C169735623","wikidata":"https://www.wikidata.org/wiki/Q1430172","display_name":"Organizational learning","level":2,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2684822.2685323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2684822.2685323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.703.5985","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.703.5985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://jialu.cs.illinois.edu/paper/wsdm2015-liu.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3256579422","display_name":null,"funder_award_id":"W911NF-09-2-0053 (NSCTA)","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G3871920563","display_name":null,"funder_award_id":"MIAS, a DHS-IDS Center for Multimodal Information Access and Synthesis at UIUC","funder_id":"https://openalex.org/F4320306110","funder_display_name":"U.S. Department of Homeland Security"},{"id":"https://openalex.org/G5195493416","display_name":null,"funder_award_id":"HDTRA1-10-1-0120","funder_id":"https://openalex.org/F4320332186","funder_display_name":"Defense Threat Reduction Agency"},{"id":"https://openalex.org/G8243249352","display_name":null,"funder_award_id":"IIS-1017362, IIS-1320617, and IIS-1354329","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320332186","display_name":"Defense Threat Reduction Agency","ror":"https://ror.org/04tz64554"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W143174683","https://openalex.org/W631140850","https://openalex.org/W1533841329","https://openalex.org/W1604983895","https://openalex.org/W1972675431","https://openalex.org/W1973846084","https://openalex.org/W1975536649","https://openalex.org/W1983416950","https://openalex.org/W2017620474","https://openalex.org/W2047940964","https://openalex.org/W2096417765","https://openalex.org/W2103799649","https://openalex.org/W2106545428","https://openalex.org/W2109682749","https://openalex.org/W2119995149","https://openalex.org/W2121947440","https://openalex.org/W2127048411","https://openalex.org/W2128366083","https://openalex.org/W2137135938","https://openalex.org/W2146008005","https://openalex.org/W2147478538","https://openalex.org/W2151626491","https://openalex.org/W2152046791","https://openalex.org/W2165515835","https://openalex.org/W2165874743","https://openalex.org/W2170337404","https://openalex.org/W2170714499","https://openalex.org/W2293546752","https://openalex.org/W2432978112","https://openalex.org/W2484504412","https://openalex.org/W6743505604"],"related_works":["https://openalex.org/W1515007544","https://openalex.org/W4383560764","https://openalex.org/W2065835655","https://openalex.org/W2020198693","https://openalex.org/W2361372973","https://openalex.org/W2786704285","https://openalex.org/W2979186883","https://openalex.org/W1554338108","https://openalex.org/W4255947562","https://openalex.org/W1926303568"],"abstract_inverted_index":{"The":[0],"problem":[1],"of":[2,13,46,73,77,85,116,131,197,231],"community":[3,23,185,204],"detection":[4,24,186,205],"has":[5],"recently":[6],"been":[7],"studied":[8],"widely":[9],"in":[10,82,219],"the":[11,14,27,47,71,74,78,83,99,114,117,132,154,160,165,195,203,209,229,232],"context":[12],"web":[15],"and":[16,126,216],"social":[17,59,79],"media":[18],"networks.":[19],"Most":[20],"algorithms":[21,151,182],"for":[22,32,56,170,183],"assume":[25],"that":[26,164,208],"entire":[28,75,100,118],"network":[29,48,101,119,133,149,155,188,201],"is":[30,38],"available":[31,51],"online":[33],"analysis.":[34,57],"In":[35,176],"practice,":[36],"this":[37,177],"not":[39,69],"really":[40],"true,":[41],"because":[42],"only":[43,127],"restricted":[44],"portions":[45],"may":[49,93,120,134],"be":[50,95,122,135,144],"at":[52,137],"any":[53,138],"given":[54,139],"time":[55],"Many":[58],"networks":[60,88],"such":[61,89,110],"as":[62,90,111],"Facebook":[63],"have":[64],"privacy":[65],"constraints,":[66],"which":[67],"do":[68],"allow":[70],"discovery":[72,115,156,174],"structure":[76],"network.":[80],"Even":[81],"case":[84],"more":[86],"open":[87],"Twitter,":[91],"it":[92,142],"often":[94],"challenging":[96],"to":[97,146],"crawl":[98],"from":[102],"a":[103,123,128,200,220],"practical":[104],"perspective.":[105],"For":[106],"many":[107],"other":[108,215],"scenarios":[109],"adversarial":[112],"networks,":[113],"itself":[121],"costly":[124],"task,":[125],"small":[129],"portion":[130],"discovered":[136],"time.":[140],"Therefore,":[141],"can":[143,152,212],"useful":[145],"investigate":[147],"whether":[148],"mining":[150,161],"integrate":[153,193],"process":[157],"tightly":[158,192],"into":[159],"process,":[162,206],"so":[163,207],"best":[166],"results":[167,227],"are":[168,217],"achieved":[169],"particular":[171],"constraints":[172],"on":[173],"costs.":[175],"context,":[178],"we":[179],"will":[180,191],"discuss":[181],"integrating":[184],"with":[187,194,202],"discovery.":[189],"We":[190,224],"cost":[196],"actually":[198],"discovering":[199],"two":[210],"processes":[211],"support":[213],"each":[214],"performed":[218],"mutually":[221],"cohesive":[222],"way.":[223],"present":[225],"experimental":[226],"illustrating":[228],"advantages":[230],"approach.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
