{"id":"https://openalex.org/W3007783271","doi":"https://doi.org/10.1109/tnse.2021.3137353","title":"Continuous Influence-Based Community Partition for Social Networks","display_name":"Continuous Influence-Based Community Partition for Social Networks","publication_year":2021,"publication_date":"2021-12-21","ids":{"openalex":"https://openalex.org/W3007783271","doi":"https://doi.org/10.1109/tnse.2021.3137353","mag":"3007783271"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2021.3137353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2021.3137353","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2002.08554","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062834800","display_name":"Qiufen Ni","orcid":"https://orcid.org/0000-0002-0462-9549"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiufen Ni","raw_affiliation_strings":["School of Computers, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0462-9549","affiliations":[{"raw_affiliation_string":"School of Computers, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028160889","display_name":"Jianxiong Guo","orcid":"https://orcid.org/0000-0002-0994-3297"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiong Guo","raw_affiliation_strings":["BNU-UIC Institute of Artificial Intelligence and Future Networks, Beijing Normal University at Zhuhai, Zhuhai, Guangdong, China","Guangdong Key Lab of AI and Multi-Modal Data Processing, BNU-HKBU United International College, Zhuhai, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-0994-3297","affiliations":[{"raw_affiliation_string":"BNU-UIC Institute of Artificial Intelligence and Future Networks, Beijing Normal University at Zhuhai, Zhuhai, Guangdong, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Guangdong Key Lab of AI and Multi-Modal Data Processing, BNU-HKBU United International College, Zhuhai, Guangdong, China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070037321","display_name":"Weili Wu","orcid":"https://orcid.org/0000-0001-8747-6340"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weili Wu","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":"https://orcid.org/0000-0001-8747-6340","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054184997","display_name":"Huan Wang","orcid":"https://orcid.org/0000-0002-3162-2350"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Wang","raw_affiliation_strings":["College of Informatics, Huazhong Agricultural University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3162-2350","affiliations":[{"raw_affiliation_string":"College of Informatics, Huazhong Agricultural University, Wuhan, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060755096","display_name":"Jigang Wu","orcid":"https://orcid.org/0000-0002-6470-9794"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jigang Wu","raw_affiliation_strings":["School of Computers, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6470-9794","affiliations":[{"raw_affiliation_string":"School of Computers, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.3824,"has_fulltext":false,"cited_by_count":92,"citation_normalized_percentile":{"value":0.99013337,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"9","issue":"3","first_page":"1187","last_page":"1197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9864000082015991,"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/T11478","display_name":"Caching and Content Delivery","score":0.9837999939918518,"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/rounding","display_name":"Rounding","score":0.7719071507453918},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6938682794570923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6026118397712708},{"id":"https://openalex.org/keywords/partition-problem","display_name":"Partition problem","score":0.5739253759384155},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5439221858978271},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5410801768302917},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.5290205478668213},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.5224384665489197},{"id":"https://openalex.org/keywords/matroid","display_name":"Matroid","score":0.4891693890094757},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.4674428701400757},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.43402600288391113},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3151015043258667},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3062307834625244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27846601605415344},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.2308095395565033},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.1430644392967224},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10923627018928528}],"concepts":[{"id":"https://openalex.org/C136625980","wikidata":"https://www.wikidata.org/wiki/Q663208","display_name":"Rounding","level":2,"score":0.7719071507453918},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6938682794570923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6026118397712708},{"id":"https://openalex.org/C35995877","wikidata":"https://www.wikidata.org/wiki/Q1065968","display_name":"Partition problem","level":3,"score":0.5739253759384155},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5439221858978271},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5410801768302917},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.5290205478668213},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.5224384665489197},{"id":"https://openalex.org/C106286213","wikidata":"https://www.wikidata.org/wiki/Q898572","display_name":"Matroid","level":2,"score":0.4891693890094757},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.4674428701400757},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.43402600288391113},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3151015043258667},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3062307834625244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27846601605415344},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.2308095395565033},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.1430644392967224},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10923627018928528},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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:10.1109/tnse.2021.3137353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2021.3137353","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2002.08554","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.08554","pdf_url":"https://arxiv.org/pdf/2002.08554","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2002.08554","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.08554","pdf_url":"https://arxiv.org/pdf/2002.08554","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G4471853116","display_name":null,"funder_award_id":"2020CFB168","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G558307529","display_name":"\u5206\u5e03\u5f0f\u8fb9\u7f18\u8bad\u7ec3\u52a8\u6001\u8ba1\u7b97\u73af\u5883\u4e0b\u670d\u52a1\u8d28\u91cf\u4fdd\u969c\u7814\u7a76","funder_award_id":"62072118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1498671329","https://openalex.org/W1559880292","https://openalex.org/W1971421925","https://openalex.org/W1984069252","https://openalex.org/W2018172179","https://openalex.org/W2028276400","https://openalex.org/W2053086433","https://openalex.org/W2061820396","https://openalex.org/W2074333072","https://openalex.org/W2089458547","https://openalex.org/W2132154409","https://openalex.org/W2132202037","https://openalex.org/W2132801025","https://openalex.org/W2135086682","https://openalex.org/W2144629587","https://openalex.org/W2158478952","https://openalex.org/W2281673023","https://openalex.org/W2341049732","https://openalex.org/W2438490550","https://openalex.org/W2560492758","https://openalex.org/W2748463922","https://openalex.org/W2773238158","https://openalex.org/W2784329359","https://openalex.org/W2790040792","https://openalex.org/W2808825948","https://openalex.org/W2822299149","https://openalex.org/W2885231091","https://openalex.org/W2885713120","https://openalex.org/W2898221481","https://openalex.org/W2905284068","https://openalex.org/W2907366795","https://openalex.org/W2916761058","https://openalex.org/W2920901221","https://openalex.org/W2942913971","https://openalex.org/W2947494489","https://openalex.org/W2949736006","https://openalex.org/W2951203531","https://openalex.org/W2961187130","https://openalex.org/W2969877065","https://openalex.org/W2970951326","https://openalex.org/W2981925571","https://openalex.org/W2983727063","https://openalex.org/W3017505824","https://openalex.org/W3021433194","https://openalex.org/W3023519305","https://openalex.org/W3099812643","https://openalex.org/W3102442589","https://openalex.org/W4232212779","https://openalex.org/W4232427898","https://openalex.org/W6756248755"],"related_works":["https://openalex.org/W2512208967","https://openalex.org/W4239075140","https://openalex.org/W1582679534","https://openalex.org/W3168334689","https://openalex.org/W4285411613","https://openalex.org/W2584414624","https://openalex.org/W4312440068","https://openalex.org/W1982865350","https://openalex.org/W2004490284","https://openalex.org/W3139829055"],"abstract_inverted_index":{"Community":[0],"partition":[1,23,71,192,203],"is":[2,34,53,73,139],"of":[3,10,58,69,82,119,174,200],"great":[4],"importance":[5],"in":[6,30,132],"social":[7,31,42,183],"networks":[8,184],"because":[9],"the":[11,21,41,56,65,80,92,102,117,120,143,147,163,172,175,201],"rapid":[12],"increasing":[13],"network":[14,43],"scale,":[15],"data":[16],"and":[17,96,198],"applications.":[18],"We":[19,150],"consider":[20],"community":[22,70,191,202],"problem":[24,38,72],"under":[25,75],"Linear":[26],"Threshold":[27],"(LT)":[28],"model":[29],"networks,":[32],"which":[33,127],"a":[35,106,112,152],"combinatorial":[36],"optimization":[37],"that":[39,189],"divides":[40],"to":[44,54,90,100,123,129,141,146,170],"disjoint":[45],"<inline-formula":[46,84,156],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[47,85,157],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[48,86,158],"notation=\"LaTeX\">$m$</tex-math></inline-formula>":[49],"communities.":[50],"Our":[51],"goal":[52,99],"maximize":[55,101],"sum":[57],"influence":[59,66,94,196],"propagation":[60,67],"within":[61],"each":[62],"community.":[63],"As":[64],"function":[68,95,104,122],"supermodular":[74],"LT":[76],"model,":[77],"we":[78,110],"use":[79],"method":[81,193],"Lov":[83],"notation=\"LaTeX\">${\\acute{a}}$</tex-math></inline-formula>":[87],"sz":[88],"Extension":[89],"relax":[91],"target":[93],"transfer":[97],"our":[98,125],"relaxed":[103,121],"over":[105],"matroid":[107],"polytope.":[108],"Next,":[109],"propose":[111],"continuous":[113,177,190],"greedy":[114,178],"algorithm":[115],"using":[116],"properties":[118],"solve":[124],"problem,":[126],"needs":[128],"be":[130],"discretized":[131],"concrete":[133],"implementation.":[134],"Then,":[135],"random":[136],"rounding":[137],"technique":[138],"used":[140],"convert":[142],"fractional":[144],"solution":[145],"integer":[148],"solution.":[149],"present":[151],"theoretical":[153],"analysis":[154],"with":[155],"notation=\"LaTeX\">$1-1/e$</tex-math></inline-formula>":[159],"approximation":[160],"ratio":[161],"for":[162],"proposed":[164,176],"algorithms.":[165],"Extensive":[166],"experiments":[167],"are":[168],"conducted":[169],"evaluate":[171],"performance":[173],"algorithms":[179],"on":[180],"real-world":[181],"online":[182],"datasets.":[185],"The":[186],"results":[187],"demonstrate":[188],"can":[194],"improve":[195],"spread":[197],"accuracy":[199],"effectively.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":63},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}