{"id":"https://openalex.org/W3007430392","doi":"https://doi.org/10.1109/bigdata47090.2019.9005562","title":"Distributed Community Detection in Large Networks using An Information-Theoretic Approach","display_name":"Distributed Community Detection in Large Networks using An Information-Theoretic Approach","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007430392","doi":"https://doi.org/10.1109/bigdata47090.2019.9005562","mag":"3007430392"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9005562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","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/A5029229231","display_name":"Md Abdul Motaleb Faysal","orcid":"https://orcid.org/0000-0003-2001-527X"},"institutions":[{"id":"https://openalex.org/I192396691","display_name":"University of New Orleans","ror":"https://ror.org/034mtvk83","country_code":"US","type":"education","lineage":["https://openalex.org/I192396691","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Abdul Motaleb Faysal","raw_affiliation_strings":["Department of Computer Science, University of New Orleans, New Orleans, LA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of New Orleans, New Orleans, LA, USA","institution_ids":["https://openalex.org/I192396691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033369839","display_name":"Shaikh Arifuzzaman","orcid":"https://orcid.org/0000-0002-6893-2475"},"institutions":[{"id":"https://openalex.org/I192396691","display_name":"University of New Orleans","ror":"https://ror.org/034mtvk83","country_code":"US","type":"education","lineage":["https://openalex.org/I192396691","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaikh Arifuzzaman","raw_affiliation_strings":["Department of Computer Science, University of New Orleans, New Orleans, LA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of New Orleans, New Orleans, LA, USA","institution_ids":["https://openalex.org/I192396691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029229231"],"corresponding_institution_ids":["https://openalex.org/I192396691"],"apc_list":null,"apc_paid":null,"fwci":0.2896,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.56871277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4773","last_page":"4782"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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":0.9909999966621399,"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":0.9894999861717224,"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":0.847086489200592},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8094441890716553},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5915670394897461},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5131052732467651},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.48937028646469116},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47081953287124634},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4684809446334839},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45269447565078735},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39398279786109924},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16134050488471985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.847086489200592},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8094441890716553},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5915670394897461},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5131052732467651},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.48937028646469116},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47081953287124634},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4684809446334839},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45269447565078735},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39398279786109924},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16134050488471985},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9005562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W106504814","https://openalex.org/W1692425423","https://openalex.org/W1915418863","https://openalex.org/W1982322675","https://openalex.org/W1986745018","https://openalex.org/W1989788024","https://openalex.org/W1995996823","https://openalex.org/W2001236100","https://openalex.org/W2022704179","https://openalex.org/W2026328186","https://openalex.org/W2038920443","https://openalex.org/W2047940964","https://openalex.org/W2054658115","https://openalex.org/W2066636486","https://openalex.org/W2095012686","https://openalex.org/W2095293504","https://openalex.org/W2096544401","https://openalex.org/W2111642621","https://openalex.org/W2127492100","https://openalex.org/W2128366083","https://openalex.org/W2131681506","https://openalex.org/W2160668429","https://openalex.org/W2164998314","https://openalex.org/W2171663405","https://openalex.org/W2198322846","https://openalex.org/W2294990046","https://openalex.org/W2404379443","https://openalex.org/W2472923625","https://openalex.org/W2497381748","https://openalex.org/W2755088640","https://openalex.org/W2887753173","https://openalex.org/W2899048350","https://openalex.org/W2914500685","https://openalex.org/W2914741009","https://openalex.org/W2935683358","https://openalex.org/W3099402906","https://openalex.org/W3099768174","https://openalex.org/W3124834154","https://openalex.org/W4237043381","https://openalex.org/W4253654031","https://openalex.org/W6753704213"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2414054180"],"abstract_inverted_index":{"Network":[0],"(Graph)":[1],"is":[2,51,102],"a":[3,23,52,94,109],"powerful":[4],"abstraction":[5],"for":[6,44,113],"representing":[7],"structures":[8],"in":[9,22,29,166],"large":[10],"complex":[11],"socio-technological":[12],"systems.":[13],"Community":[14],"detection":[15,115],"reveals":[16],"important":[17],"patterns":[18],"and":[19,71,129,188],"structural":[20],"organizations":[21],"network.":[24],"This":[25],"has":[26,84],"numerous":[27],"applications":[28],"the":[30,61,74,122,125,171],"fields":[31],"of":[32,56,63,69,76,99,145,150,155,170,182],"social":[33,187],"networking,":[34],"computer":[35],"security,":[36],"bioinformatics,":[37],"business,":[38],"marketing,":[39],"etc.":[40],"An":[41],"information-theoretic":[42],"approach":[43],"community":[45,114],"detection,":[46],"named":[47],"as":[48],"Infomap":[49,100,118],"method,":[50],"sequential":[53,82,151,172],"algorithm":[54,83,101,112,175],"capable":[55],"providing":[57],"high-quality":[58],"solutions.":[59],"However,":[60],"emergence":[62],"massive":[64],"networks,":[65],"often":[66],"with":[67,168,180],"millions":[68],"edges":[70],"beyond,":[72],"makes":[73],"problem":[75],"discovering":[77],"communities":[78,146],"technically":[79],"challenging.":[80],"The":[81],"very":[85],"high":[86],"execution":[87,97],"time":[88],"to":[89,148],"process":[90],"such":[91],"networks.":[92,190],"Therefore,":[93],"scalable":[95],"parallel":[96,111],"model":[98],"needed.":[103],"In":[104,153],"this":[105],"paper,":[106],"we":[107],"design":[108],"distributed-memory":[110],"based":[116],"on":[117],"method.":[119],"We":[120,135],"balance":[121],"workload":[123],"among":[124,132],"processing":[126,185],"units":[127],"carefully":[128],"keep":[130],"communication":[131],"processes":[133],"minimal.":[134],"empirically":[136],"show":[137],"that":[138,149,169],"our":[139,160],"distributed":[140,161],"solution":[141],"produces":[142],"excellent":[143],"quality":[144],"similar":[147],"Infomap.":[152],"terms":[154],"minimum":[156],"description":[157],"length":[158],"(MDL),":[159],"results":[162],"are":[163],"over":[164],"99.5%":[165],"alignment":[167],"version.":[173],"Our":[174],"also":[176],"demonstrates":[177],"good":[178],"scalability":[179],"hundreds":[181],"processors":[183],"while":[184],"large-scale":[186],"information":[189]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
