{"id":"https://openalex.org/W4385489407","doi":"https://doi.org/10.1145/3594315.3594346","title":"Node Importance Evaluation in Complex Networks Based on Community Division","display_name":"Node Importance Evaluation in Complex Networks Based on Community Division","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4385489407","doi":"https://doi.org/10.1145/3594315.3594346"},"language":"en","primary_location":{"id":"doi:10.1145/3594315.3594346","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3594315.3594346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103229709","display_name":"Y. Daniel Liang","orcid":"https://orcid.org/0009-0007-0331-9622"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Liang","raw_affiliation_strings":["Department of Software, Nanchang Hangkong University, China"],"raw_orcid":"https://orcid.org/0009-0007-0331-9622","affiliations":[{"raw_affiliation_string":"Department of Software, Nanchang Hangkong University, China","institution_ids":["https://openalex.org/I927504317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062237409","display_name":"Jian Shu","orcid":"https://orcid.org/0000-0002-9866-554X"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Shu","raw_affiliation_strings":["Department of Software, Nanchang Hangkong University, China"],"raw_orcid":"https://orcid.org/0000-0002-9866-554X","affiliations":[{"raw_affiliation_string":"Department of Software, Nanchang Hangkong University, China","institution_ids":["https://openalex.org/I927504317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000271659","display_name":"Linlan Liu","orcid":"https://orcid.org/0000-0003-0445-1012"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlan Liu","raw_affiliation_strings":["Department of Information Engineering, Nanchang Hangkong University, China"],"raw_orcid":"https://orcid.org/0000-0003-0445-1012","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Nanchang Hangkong University, China","institution_ids":["https://openalex.org/I927504317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I927504317"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":null,"first_page":"388","last_page":"393"},"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":0.9993000030517578,"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/T13283","display_name":"Mental Health Research Topics","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.9727592468261719},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.8224458694458008},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7662317752838135},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.6707847714424133},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5871020555496216},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5650831460952759},{"id":"https://openalex.org/keywords/division","display_name":"Division (mathematics)","score":0.5647310614585876},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.547383725643158},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5405619740486145},{"id":"https://openalex.org/keywords/closeness","display_name":"Closeness","score":0.449853777885437},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4119339883327484},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3690965473651886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32535576820373535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22486743330955505},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.19309434294700623},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.08794540166854858},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08028852939605713}],"concepts":[{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.9727592468261719},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.8224458694458008},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7662317752838135},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.6707847714424133},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5871020555496216},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5650831460952759},{"id":"https://openalex.org/C60798267","wikidata":"https://www.wikidata.org/wiki/Q1226939","display_name":"Division (mathematics)","level":2,"score":0.5647310614585876},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.547383725643158},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5405619740486145},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.449853777885437},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4119339883327484},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3690965473651886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32535576820373535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22486743330955505},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.19309434294700623},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.08794540166854858},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08028852939605713},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3594315.3594346","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3594315.3594346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1971421925","https://openalex.org/W1971937094","https://openalex.org/W2013307517","https://openalex.org/W2064643031","https://openalex.org/W2094234423","https://openalex.org/W2141806644","https://openalex.org/W2155167324","https://openalex.org/W2161455936","https://openalex.org/W3112745662","https://openalex.org/W3146210011"],"related_works":["https://openalex.org/W1973509935","https://openalex.org/W4389076551","https://openalex.org/W2107855069","https://openalex.org/W2611574733","https://openalex.org/W2241641394","https://openalex.org/W2097992793","https://openalex.org/W2140653560","https://openalex.org/W2348831795","https://openalex.org/W4312461432","https://openalex.org/W2514739320"],"abstract_inverted_index":{"Considering":[0],"the":[1,9,45,56,59,70,75,78,89,98,119,127,135,145,148,151,154,175,180],"high":[2],"computational":[3],"complexity":[4],"of":[5,12,25,58,64,77,147,153,158],"Closeness":[6],"Centrality":[7,138],"and":[8,103,134,150,194],"structural":[10],"characteristics":[11],"community":[13,30,52,116,149],"in":[14,50,88,122,188],"complex":[15,26,35],"networks,":[16],"The":[17,34,42,61,91,107,162],"BridgeRank":[18,132,139],"(BR)":[19],"algorithm":[20,72,93,105,112,196],"to":[21,73,84],"evaluate":[22],"node":[23,43,83,124],"importance":[24,62],"networks":[27],"based":[28,96,113,143],"on":[29,97,114,144,165],"division":[31,117],"is":[32,37,53,66,94],"proposed.":[33],"network":[36],"divided":[38],"into":[39],"several":[40],"communities.":[41],"with":[44,171],"largest":[46],"local":[47,155],"betweenness":[48,156],"centrality":[49,157],"each":[51,82],"extracted":[54],"as":[55],"keynode":[57],"community.":[60],"ranking":[63],"nodes":[65,87,160,177],"obtained":[67],"by":[68,179],"adopting":[69],"BR":[71,92,111],"caculate":[74],"sum":[76],"shortest":[79],"paths":[80],"from":[81],"these":[85],"key":[86,159],"network.":[90],"achieved":[95],"Kernighan-Lin,":[99],"Girvan-Newman,":[100],"Newman":[101],"fast":[102],"Louvain":[104,115],"respectively.":[106,161],"experimental":[108],"shows":[109],"that":[110,129,169],"has":[118],"highest":[120],"accuracy":[121],"estimating":[123],"importance.":[125],"On":[126],"basis":[128],"Community":[130],"Size":[131],"(CS-BR)":[133],"Local":[136],"Betweenness":[137],"(LBC-BR)":[140],"are":[141,197],"proposed":[142,182],"size":[146],"weight":[152],"experiments":[163],"results":[164],"four":[166],"detasets":[167],"show":[168],"compared":[170],"some":[172],"classic":[173],"algorithms,":[174],"important":[176],"evaluated":[178],"three":[181],"methods":[183],"have":[184],"stronger":[185],"spread":[186],"ability":[187],"SIR":[189],"model,":[190],"Moreover,the":[191],"improved":[192],"CS-BR":[193],"LBC-BR":[195],"better":[198],"than":[199],"BR.":[200]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}