{"id":"https://openalex.org/W2292851029","doi":"https://doi.org/10.1145/2808797.2809322","title":"Time Evolution of the Importance of Nodes in dynamic Networks","display_name":"Time Evolution of the Importance of Nodes in dynamic Networks","publication_year":2015,"publication_date":"2015-08-25","ids":{"openalex":"https://openalex.org/W2292851029","doi":"https://doi.org/10.1145/2808797.2809322","mag":"2292851029"},"language":"en","primary_location":{"id":"doi:10.1145/2808797.2809322","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.sorbonne-universite.fr/hal-01199042","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032061401","display_name":"Cl\u00e9mence Magnien","orcid":"https://orcid.org/0000-0003-0320-4378"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9mence Magnien","raw_affiliation_strings":["Sorbonne Universit\u00e9s, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606, 4 place Jussieu 75005 Paris, France, Phone: +33(1)44278792 / Fax: +33(1)44278810"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9s, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606, 4 place Jussieu 75005 Paris, France, Phone: +33(1)44278792 / Fax: +33(1)44278810","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210159731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010019630","display_name":"Fabien Tarissan","orcid":"https://orcid.org/0000-0002-7588-300X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabien Tarissan","raw_affiliation_strings":["Sorbonne Universit\u00e9s, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606, 4 place Jussieu 75005 Paris, France, Phone: +33(1)44278792 / Fax: +33(1)44278810"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9s, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606, 4 place Jussieu 75005 Paris, France, Phone: +33(1)44278792 / Fax: +33(1)44278810","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210159731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5041,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93649473,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1200","last_page":"1207"},"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":0.9990000128746033,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9675999879837036,"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/centrality","display_name":"Centrality","score":0.9466911554336548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8074373602867126},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7635303735733032},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.49130430817604065},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4795803129673004},{"id":"https://openalex.org/keywords/evolving-networks","display_name":"Evolving networks","score":0.456668883562088},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.4397750794887543},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.42590904235839844},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.41386228799819946},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3618392050266266},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.3528066873550415},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34284090995788574},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2364976406097412},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11419600248336792},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.06388500332832336}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.9466911554336548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8074373602867126},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7635303735733032},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.49130430817604065},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4795803129673004},{"id":"https://openalex.org/C36647736","wikidata":"https://www.wikidata.org/wiki/Q5418752","display_name":"Evolving networks","level":3,"score":0.456668883562088},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.4397750794887543},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.42590904235839844},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.41386228799819946},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3618392050266266},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.3528066873550415},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34284090995788574},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2364976406097412},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11419600248336792},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.06388500332832336},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2808797.2809322","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01199042v2","is_oa":true,"landing_page_url":"https://hal.sorbonne-universite.fr/hal-01199042","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Symposium on Foundations and Applications of Big Data Analytics (FAB), in conjunction with ASONAM, 2015, Paris, France","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01199042v2","is_oa":true,"landing_page_url":"https://hal.sorbonne-universite.fr/hal-01199042","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Symposium on Foundations and Applications of Big Data Analytics (FAB), in conjunction with ASONAM, 2015, Paris, France","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2986130452","display_name":"Evolving communities, diffusion and events detection","funder_award_id":"ANR-13-CORD-0017","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8014369538","display_name":null,"funder_award_id":"ANR-13-CORD-0017- 01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W156925849","https://openalex.org/W1874858905","https://openalex.org/W1971421925","https://openalex.org/W1971937094","https://openalex.org/W1974640488","https://openalex.org/W1984196269","https://openalex.org/W1985718595","https://openalex.org/W1990920784","https://openalex.org/W2005697854","https://openalex.org/W2012557827","https://openalex.org/W2012724202","https://openalex.org/W2024021524","https://openalex.org/W2025844353","https://openalex.org/W2026417691","https://openalex.org/W2037187099","https://openalex.org/W2060464767","https://openalex.org/W2112868720","https://openalex.org/W2116600847","https://openalex.org/W2119075126","https://openalex.org/W2158580119","https://openalex.org/W2327974553","https://openalex.org/W2949526662","https://openalex.org/W3109089857"],"related_works":["https://openalex.org/W3160300364","https://openalex.org/W2034220069","https://openalex.org/W2006852656","https://openalex.org/W11097679","https://openalex.org/W2948079051","https://openalex.org/W2133614729","https://openalex.org/W3102058415","https://openalex.org/W2082867051","https://openalex.org/W2550666360","https://openalex.org/W2143581399"],"abstract_inverted_index":{"For":[0],"a":[1,36],"long":[2],"time":[3,121],"now,":[4],"researchers":[5],"have":[6,25],"worked":[7],"on":[8],"defining":[9],"different":[10],"metrics":[11],"able":[12],"to":[13,27,41,44,67,118,132,159,161],"characterize":[14],"the":[15,33,39,65,79,82,94,109,120,138,172],"importance":[16,89,125,139],"of":[17,35,51,70,101,103,123,140,174,177],"nodes":[18,56,141,163],"in":[19,38,54,116,126,152],"networks.":[20,128],"Among":[21],"them,":[22],"centrality":[23,178],"measures":[24],"proved":[26],"be":[28,157],"pertinent":[29],"as":[30],"they":[31,75],"relate":[32],"position":[34],"node":[37,88],"structure":[40,84],"its":[42],"ability":[43],"diffuse":[45],"an":[46],"information":[47],"efficiently.":[48],"The":[49],"case":[50],"dynamic":[52,127],"networks,":[53],"which":[55,105],"and":[57,60,86,135],"links":[58],"appear":[59],"disappear":[61],"over":[62,168],"time,":[63,115,169],"led":[64],"community":[66],"propose":[68,98],"extensions":[69,100,176],"those":[71],"classical":[72],"measures.":[73,179],"Yet,":[74],"do":[76],"not":[77],"investigate":[78],"fact":[80],"that":[81,87,137,151,164],"network":[83],"evolves":[85],"may":[90],"evolve":[91],"accordingly.":[92],"In":[93],"present":[95],"paper,":[96],"we":[97],"temporal":[99,175],"notions":[102],"centrality,":[104],"take":[106],"into":[107],"account":[108],"paths":[110],"existing":[111],"at":[112],"any":[113],"given":[114],"order":[117],"study":[119],"evolution":[122],"nodes'":[124],"We":[129,148],"apply":[130],"this":[131],"two":[133],"datasets":[134],"show":[136,150],"does":[142],"indeed":[143],"vary":[144],"greatly":[145],"with":[146],"time.":[147],"also":[149],"some":[153],"cases":[154],"it":[155],"might":[156],"meaningless":[158],"try":[160],"identify":[162],"are":[165],"consistently":[166],"important":[167],"thus":[170],"strengthening":[171],"interest":[173]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
