{"id":"https://openalex.org/W2289929789","doi":"https://doi.org/10.1145/2808797.2808844","title":"Centrality for graphs with numerical attributes","display_name":"Centrality for graphs with numerical attributes","publication_year":2015,"publication_date":"2015-08-25","ids":{"openalex":"https://openalex.org/W2289929789","doi":"https://doi.org/10.1145/2808797.2808844","mag":"2289929789"},"language":"en","primary_location":{"id":"doi:10.1145/2808797.2808844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2808844","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":"preprint","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/A5087182970","display_name":"Oualid Benyahia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4412460541","https://openalex.org/I59692284"]},{"id":"https://openalex.org/I86767153","display_name":"Universit\u00e9 Jean Monnet","ror":"https://ror.org/04yznqr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I86767153"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Oualid Benyahia","raw_affiliation_strings":["Universite Jean Monnet, Laboratoire Hubert Curien UMR CNRS 5516, 18 rue Lauras 42000 Saint-Etienne"],"affiliations":[{"raw_affiliation_string":"Universite Jean Monnet, Laboratoire Hubert Curien UMR CNRS 5516, 18 rue Lauras 42000 Saint-Etienne","institution_ids":["https://openalex.org/I86767153","https://openalex.org/I4210085887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086633120","display_name":"Christine Largeron","orcid":"https://orcid.org/0000-0003-1059-4095"},"institutions":[{"id":"https://openalex.org/I86767153","display_name":"Universit\u00e9 Jean Monnet","ror":"https://ror.org/04yznqr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I86767153"]},{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4412460541","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christine Largeron","raw_affiliation_strings":["Universite Jean Monnet, Laboratoire Hubert Curien UMR CNRS 5516, 18 rue Lauras 42000 Saint-Etienne"],"affiliations":[{"raw_affiliation_string":"Universite Jean Monnet, Laboratoire Hubert Curien UMR CNRS 5516, 18 rue Lauras 42000 Saint-Etienne","institution_ids":["https://openalex.org/I86767153","https://openalex.org/I4210085887"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087182970"],"corresponding_institution_ids":["https://openalex.org/I4210085887","https://openalex.org/I86767153"],"apc_list":null,"apc_paid":null,"fwci":0.93086916,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78153053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1348","last_page":"1353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9890000224113464,"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":0.9728999733924866,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.9035006165504456},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.8707393407821655},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7259359359741211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7248137593269348},{"id":"https://openalex.org/keywords/closeness","display_name":"Closeness","score":0.7142885327339172},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.5761764049530029},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5593711137771606},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5587507486343384},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5133687257766724},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5039064288139343},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43056583404541016},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3542410731315613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32568681240081787},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1879216730594635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18241769075393677},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12912386655807495},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08024254441261292},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0789264440536499}],"concepts":[{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.9035006165504456},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.8707393407821655},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7259359359741211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7248137593269348},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.7142885327339172},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.5761764049530029},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5593711137771606},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5587507486343384},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5133687257766724},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5039064288139343},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43056583404541016},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3542410731315613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32568681240081787},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1879216730594635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18241769075393677},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12912386655807495},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08024254441261292},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0789264440536499},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2808797.2808844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2808844","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1502485609","https://openalex.org/W1573308170","https://openalex.org/W1963343385","https://openalex.org/W2019523103","https://openalex.org/W2056944867","https://openalex.org/W2059837179","https://openalex.org/W2061820396","https://openalex.org/W2061901927","https://openalex.org/W2066636486","https://openalex.org/W2069153192","https://openalex.org/W2098318056","https://openalex.org/W2102750402","https://openalex.org/W2107559689","https://openalex.org/W2109742433","https://openalex.org/W2112615110","https://openalex.org/W2128438887","https://openalex.org/W2128891547","https://openalex.org/W2144309280","https://openalex.org/W2149055390","https://openalex.org/W2154003061","https://openalex.org/W2165515835","https://openalex.org/W2398953749"],"related_works":["https://openalex.org/W1973509935","https://openalex.org/W4389076551","https://openalex.org/W2107855069","https://openalex.org/W2097992793","https://openalex.org/W2611574733","https://openalex.org/W2241641394","https://openalex.org/W2140653560","https://openalex.org/W2348831795","https://openalex.org/W4312461432","https://openalex.org/W2514739320"],"abstract_inverted_index":{"Identification":[0],"of":[1,31,41,68,84,91,106,129,141,151],"important":[2],"actors":[3,46],"in":[4,18,34,154],"social":[5,155],"networks":[6],"is":[7],"a":[8,104],"hard":[9],"task":[10],"but":[11],"with":[12],"various":[13],"interesting":[14],"applications":[15],"such":[16,47],"as":[17,48],"information":[19,43,152],"recommendation":[20],"or":[21,52],"for":[22,60,148],"viral":[23],"marketing.":[24],"Existing":[25],"centrality":[26,111],"measures":[27,56,67],"evaluate":[28],"the":[29,37,64,82,89,119,127,139,142,149],"importance":[30],"an":[32],"actor":[33],"considering":[35],"only":[36],"structural":[38],"positions":[39],"regardless":[40],"prior":[42],"on":[44,81,88,109,132],"these":[45,75,99],"their":[49],"popularity,":[50],"accessibility":[51],"behavior.":[53],"A":[54],"few":[55],"have":[57,78,137],"been":[58],"proposed":[59],"weighted":[61,115],"networks,":[62],"notably":[63],"three":[65],"common":[66],"centrality:":[69],"degree,":[70],"closeness,":[71],"and":[72,86,145],"betweenness.":[73],"However,":[74],"extended":[76],"versions":[77],"solely":[79],"focused":[80],"weights":[83,144],"ties":[85],"not":[87],"attributes":[90],"nodes.":[92],"This":[93],"article":[94],"proposes":[95],"generalizations":[96],"that":[97],"combine":[98],"both":[100],"aspects.":[101],"We":[102,125],"present":[103],"set":[105],"measures,":[107],"based":[108],"conventional":[110],"indicators,":[112],"suited":[113],"to":[114],"attributed":[116,134],"graphs":[117],"where":[118],"nodes":[120],"are":[121],"characterized":[122],"by":[123],"attributes.":[124],"illustrate":[126],"benefits":[128],"this":[130],"approach":[131],"real":[133],"graphs.":[135],"Experiments":[136],"validated":[138],"contribution":[140],"links":[143],"attributes,":[146],"especially":[147],"detection":[150],"broadcasters":[153],"networks.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
