{"id":"https://openalex.org/W2510295449","doi":"https://doi.org/10.1186/s40537-016-0050-7","title":"Identification of top-K influential communities in big networks","display_name":"Identification of top-K influential communities in big networks","publication_year":2016,"publication_date":"2016-09-08","ids":{"openalex":"https://openalex.org/W2510295449","doi":"https://doi.org/10.1186/s40537-016-0050-7","mag":"2510295449"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-016-0050-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-016-0050-7","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-016-0050-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-016-0050-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101544979","display_name":"Justin Zhan","orcid":"https://orcid.org/0000-0003-4210-6279"},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Justin Zhan","raw_affiliation_strings":["Department of Computer Science, Howard R. Hughes College of Engineering, University of Nevada, Las Vegas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Howard R. Hughes College of Engineering, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087766497","display_name":"Vivek Guidibande","orcid":null},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vivek Guidibande","raw_affiliation_strings":["Department of Computer Science, Howard R. Hughes College of Engineering, University of Nevada, Las Vegas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Howard R. Hughes College of Engineering, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037262147","display_name":"Sai Phani Krishna Parsa","orcid":"https://orcid.org/0000-0002-5274-500X"},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sai Phani Krishna Parsa","raw_affiliation_strings":["Department of Computer Science, Howard R. Hughes College of Engineering, University of Nevada, Las Vegas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Howard R. Hughes College of Engineering, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101544979"],"corresponding_institution_ids":["https://openalex.org/I133999245"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":2.6511,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.90487308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"3","issue":"1","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":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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9871000051498413,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.977400004863739,"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/salient","display_name":"Salient","score":0.7537648677825928},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.7489688992500305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7041857838630676},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6206525564193726},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.575066089630127},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5705296993255615},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5550577044487},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5136765837669373},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4648892283439636},{"id":"https://openalex.org/keywords/katz-centrality","display_name":"Katz centrality","score":0.45920640230178833},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.4580468535423279},{"id":"https://openalex.org/keywords/network-science","display_name":"Network science","score":0.45673489570617676},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4556349813938141},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.4448094666004181},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43129807710647583},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3750477433204651},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2692207098007202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18202248215675354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11644503474235535},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07858213782310486},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07796832919120789}],"concepts":[{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.7537648677825928},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.7489688992500305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7041857838630676},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6206525564193726},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.575066089630127},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5705296993255615},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5550577044487},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5136765837669373},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4648892283439636},{"id":"https://openalex.org/C131349576","wikidata":"https://www.wikidata.org/wiki/Q6378571","display_name":"Katz centrality","level":4,"score":0.45920640230178833},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.4580468535423279},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.45673489570617676},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4556349813938141},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.4448094666004181},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43129807710647583},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3750477433204651},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2692207098007202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18202248215675354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11644503474235535},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07858213782310486},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07796832919120789},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-016-0050-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-016-0050-7","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-016-0050-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:oasis.library.unlv.edu:compsci_fac_articles-1014","is_oa":true,"landing_page_url":"https://oasis.library.unlv.edu/compsci_fac_articles/15","pdf_url":null,"source":{"id":"https://openalex.org/S4377196371","display_name":"Digital Scholarship - UNLV (University of Nevada Reno)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134113660","host_organization_name":"University of Nevada, Reno","host_organization_lineage":["https://openalex.org/I134113660"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Faculty Research","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-016-0050-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-016-0050-7","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-016-0050-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1298093103","display_name":null,"funder_award_id":"W911NF-16-1-0416","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G3110078700","display_name":null,"funder_award_id":"W911NF-14-1-0119","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G3367689094","display_name":null,"funder_award_id":"4000144962","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G3548545749","display_name":null,"funder_award_id":"1560625","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5241157051","display_name":null,"funder_award_id":"W911NF-13-1-0130","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G5698199384","display_name":null,"funder_award_id":"(W911NF-13-1-0130)","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G6111245260","display_name":"BIGDATA: Mid-Scale: ESCE: DCM: Collaborative Research: DataBridge - A Sociometric System for Long-Tail Science Data Collections","funder_award_id":"1247663","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7136279751","display_name":null,"funder_award_id":"#4000144962","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G7320824963","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8727049869","display_name":null,"funder_award_id":"W911NF-13","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/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2510295449.pdf","grobid_xml":"https://content.openalex.org/works/W2510295449.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W248604449","https://openalex.org/W1501634364","https://openalex.org/W1505810610","https://openalex.org/W1555670207","https://openalex.org/W1568213684","https://openalex.org/W1572786359","https://openalex.org/W1655194356","https://openalex.org/W1721432103","https://openalex.org/W1830307536","https://openalex.org/W1971421925","https://openalex.org/W1977713568","https://openalex.org/W1995996823","https://openalex.org/W2007504695","https://openalex.org/W2012919382","https://openalex.org/W2026417691","https://openalex.org/W2052495386","https://openalex.org/W2052785223","https://openalex.org/W2078570923","https://openalex.org/W2082374599","https://openalex.org/W2110620844","https://openalex.org/W2111002549","https://openalex.org/W2111332016","https://openalex.org/W2115775630","https://openalex.org/W2127048411","https://openalex.org/W2137096596","https://openalex.org/W2164998314","https://openalex.org/W2171663405","https://openalex.org/W2215580735","https://openalex.org/W2252355162","https://openalex.org/W2317205719","https://openalex.org/W2335044055","https://openalex.org/W2340848227","https://openalex.org/W2415993698","https://openalex.org/W2474018166","https://openalex.org/W2497795595","https://openalex.org/W2509363971","https://openalex.org/W3099528329","https://openalex.org/W3102641634","https://openalex.org/W3106147091","https://openalex.org/W4292081303"],"related_works":["https://openalex.org/W293134164","https://openalex.org/W2021654076","https://openalex.org/W1980762130","https://openalex.org/W2088831353","https://openalex.org/W2034220069","https://openalex.org/W11097679","https://openalex.org/W2803128880","https://openalex.org/W2901181147","https://openalex.org/W992689895","https://openalex.org/W3081891086"],"abstract_inverted_index":{"Because":[0],"communities":[1,63,70,101,108,134,139,152,162,168],"are":[2,24,65,71,163],"the":[3,46,52,103,122,127,133,141,145,158,172,175],"fundamental":[4],"component":[5],"of":[6,27,30,54,61,92,106,131,138,144,165],"big":[7],"data/large":[8],"data":[9],"network":[10,79,137,176],"graphs,":[11],"community":[12],"detection":[13],"in":[14,102,135],"large-scale":[15],"graphs":[16],"is":[17,109],"an":[18],"important":[19],"area":[20],"to":[21,48,120,153],"study.":[22],"Communities":[23],"a":[25,28,36,68,77,98,110,118,136],"collection":[26],"set":[29],"nodes":[31,47],"with":[32],"similar":[33],"features.":[34],"In":[35],"given":[37,78],"graph":[38],"there":[39,94],"can":[40,56,148],"be":[41,96],"many":[42],"features":[43,53],"for":[44,76,88,113],"clustering":[45],"form":[49,57],"communities.":[50,59,146],"Varying":[51],"interest":[55],"several":[58],"Out":[60],"all":[62,132],"that":[64],"formed,":[66],"only":[67,97],"few":[69,99],"dominant":[72],"and":[73,140,169],"most":[74],"influential":[75,85,100],"graph.":[80,104],"This":[81,115],"might":[82],"well":[83],"contain":[84],"nodes;":[86],"i.e.,":[87],"each":[89],"possible":[90],"feature":[91],"clustering,":[93],"will":[95],"Identification":[105],"such":[107],"salient":[111],"subject":[112],"research.":[114],"paper":[116],"present":[117],"technique":[119],"identify":[121],"top-K":[123,151],"communities,":[124],"based":[125],"on":[126],"average":[128],"Katz":[129],"centrality":[130],"distinctive":[142],"nature":[143],"One":[147],"use":[149],"these":[150,161],"spread":[154],"information":[155,173],"efficiently":[156],"into":[157,174],"network,":[159],"as":[160],"capable":[164],"influencing":[166],"neighboring":[167],"thus":[170],"spreading":[171],"efficiently.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}