{"id":"https://openalex.org/W2897625942","doi":"https://doi.org/10.1109/access.2018.2877235","title":"A Modified Distance Dynamics Model for Improvement of Community Detection","display_name":"A Modified Distance Dynamics Model for Improvement of Community Detection","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2897625942","doi":"https://doi.org/10.1109/access.2018.2877235","mag":"2897625942"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2877235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2877235","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2877235","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027931515","display_name":"Tao Meng","orcid":"https://orcid.org/0000-0002-9787-2002"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Meng","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-9787-2002","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101775557","display_name":"Lijun Cai","orcid":"https://orcid.org/0000-0002-9665-592X"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Cai","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060004345","display_name":"Tingqin He","orcid":"https://orcid.org/0000-0001-7890-7567"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingqin He","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7890-7567","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027681716","display_name":"Lei Chen","orcid":"https://orcid.org/0000-0001-8658-9060"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Chen","raw_affiliation_strings":["College of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030498861","display_name":"Ziyun Deng","orcid":"https://orcid.org/0000-0003-1276-5222"},"institutions":[{"id":"https://openalex.org/I77396741","display_name":"Hunan University of Technology and Business","ror":"https://ror.org/057cydn08","country_code":"CN","type":"education","lineage":["https://openalex.org/I77396741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyun Deng","raw_affiliation_strings":["Department of Economics and Trade, Changsha Commerce and Tourism College, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-1276-5222","affiliations":[{"raw_affiliation_string":"Department of Economics and Trade, Changsha Commerce and Tourism College, Changsha, China","institution_ids":["https://openalex.org/I77396741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069969191","display_name":"Weiping Ding","orcid":"https://orcid.org/0000-0002-3180-7347"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Weiping Ding","raw_affiliation_strings":["Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3180-7347","affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007077356","display_name":"Zehong Cao","orcid":"https://orcid.org/0000-0003-3656-0328"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zehong Cao","raw_affiliation_strings":["Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3656-0328","affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.592,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67486151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"6","issue":null,"first_page":"63934","last_page":"63947"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9966999888420105,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7647560834884644},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.743095338344574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.551143229007721},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5350846648216248},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.5097619891166687},{"id":"https://openalex.org/keywords/attractor","display_name":"Attractor","score":0.4750378429889679},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.43440741300582886},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3245311379432678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3243217468261719},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20783832669258118},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09992766380310059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7647560834884644},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.743095338344574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.551143229007721},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5350846648216248},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.5097619891166687},{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.4750378429889679},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.43440741300582886},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3245311379432678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3243217468261719},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20783832669258118},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09992766380310059},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/access.2018.2877235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2877235","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.utas.edu.au:30085","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922975","display_name":"UTAS Research Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:58a76dd5e7294540a5dbf4597423b31a","is_oa":true,"landing_page_url":"https://doaj.org/article/58a76dd5e7294540a5dbf4597423b31a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 63934-63947 (2018)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/22976858","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_modified_distance_dynamics_model_for_improvement_of_community_detection/22976858","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"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":"","raw_type":"Text"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/129025","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/129025","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:urm_publish:9916606124801831","is_oa":false,"landing_page_url":"https://hdl.handle.net/11541.2/27333","pdf_url":null,"source":{"id":"https://openalex.org/S4306402528","display_name":"UniSA Research Outputs Repository (University of South Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170239107","host_organization_name":"University of South Australia","host_organization_lineage":["https://openalex.org/I170239107"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2877235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2877235","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3445324383","display_name":null,"funder_award_id":"2017JJ5064","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4895257217","display_name":"\u7532\u578b\u6d41\u611f\u75c5\u6bd2\u57fa\u56e0\u7ec4\u4fe1\u606f\u5206\u6790\u53ca\u5e94\u7528\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61272395","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6713371481","display_name":"\u590d\u6742\u75be\u75c5\u7684\u57fa\u56e0\u8c03\u63a7\u7f51\u7edc\u6784\u5efa\u53ca\u8c03\u63a7\u673a\u5236\u7814\u7a76","funder_award_id":"61472127","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/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1967689757","https://openalex.org/W1984903982","https://openalex.org/W1985625141","https://openalex.org/W1995996823","https://openalex.org/W1997871231","https://openalex.org/W1999446611","https://openalex.org/W1999839674","https://openalex.org/W2001590979","https://openalex.org/W2032387206","https://openalex.org/W2033403400","https://openalex.org/W2070270996","https://openalex.org/W2098509290","https://openalex.org/W2102717275","https://openalex.org/W2120043163","https://openalex.org/W2121947440","https://openalex.org/W2127048411","https://openalex.org/W2128366083","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2134008243","https://openalex.org/W2134961275","https://openalex.org/W2142170653","https://openalex.org/W2151936673","https://openalex.org/W2161130929","https://openalex.org/W2164998314","https://openalex.org/W2207622687","https://openalex.org/W2243560673","https://openalex.org/W2436321460","https://openalex.org/W2470861207","https://openalex.org/W2573735949","https://openalex.org/W2771694469","https://openalex.org/W2794141977","https://openalex.org/W2803897401","https://openalex.org/W2805367128","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W4231934124","https://openalex.org/W4244030505","https://openalex.org/W6658883175","https://openalex.org/W6752117831"],"related_works":["https://openalex.org/W3049714198","https://openalex.org/W2960434112","https://openalex.org/W2036805113","https://openalex.org/W2592279130","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729"],"abstract_inverted_index":{"Community":[0],"detection":[1],"is":[2,46,54,96,135],"a":[3,77,86,144,150,166],"key":[4],"technique":[5],"for":[6],"identifying":[7,32,126],"the":[8,39,49,92,100,106,111,157],"intrinsic":[9],"community":[10,159,198],"structures":[11],"of":[12,102,109],"complex":[13],"networks.":[14],"The":[15],"distance":[16,37,79,107],"dynamics":[17,80],"model":[18,40,133],"has":[19,60],"been":[20],"proven":[21],"effective":[22],"in":[23,122],"finding":[24],"communities":[25],"with":[26],"arbitrary":[27],"size":[28],"and":[29,31,45,65,119,125,176,192,194],"shape":[30],"outliers.":[33],"However,":[34],"to":[35,48,56,98],"simulate":[36],"dynamics,":[38],"requires":[41],"manual":[42],"parameter":[43],"specification":[44],"sensitive":[47],"cohesion":[50,112],"threshold":[51],"parameter,":[52],"which":[53,84],"difficult":[55],"determine.":[57],"Furthermore,":[58],"it":[59],"difficulty":[61],"handling":[62,123],"rough":[63],"outliers":[64,124],"ignores":[66],"hubs":[67],"(nodes":[68],"that":[69,134,180,187],"bridge":[70],"communities).":[71],"In":[72,90,114],"this":[73],"paper,":[74],"we":[75,128],"propose":[76],"robust":[78],"model,":[81],"namely,":[82],"Attractor++,":[83,91],"uses":[85],"dynamic":[87,93],"membership":[88,94],"degree.":[89],"degree":[95],"used":[97],"determine":[99],"influence":[101],"exclusive":[103],"neighbors":[104],"on":[105,137,173],"instead":[108],"setting":[110],"threshold.":[113],"addition,":[115],"considering":[116],"its":[117,161],"inefficiency":[118],"low":[120],"accuracy":[121],"hubs,":[127],"design":[129],"an":[130,169],"outlier":[131],"optimization":[132,142],"based":[136],"triangle":[138],"adjacency.":[139],"By":[140],"using":[141],"rules,":[143],"postprocessing":[145],"method":[146],"further":[147],"judges":[148],"whether":[149],"singleton":[151],"node":[152],"should":[153],"be":[154],"merged":[155],"into":[156],"same":[158],"as":[160,165],"triangles":[162],"or":[163,168],"regarded":[164],"hub":[167],"outlier.":[170],"Extensive":[171],"experiments":[172],"both":[174],"real-world":[175],"synthetic":[177],"networks":[178],"demonstrate":[179],"our":[181],"algorithm":[182],"more":[183,195],"accurately":[184],"identifies":[185,197],"nodes":[186],"have":[188],"special":[189],"roles":[190],"(hubs":[191],"outliers)":[193],"effectively":[196],"structures.":[199]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2018-10-26T00:00:00"}
