{"id":"https://openalex.org/W2980995841","doi":"https://doi.org/10.1109/tkde.2019.2947035","title":"A General Centrality Framework-Based on Node Navigability","display_name":"A General Centrality Framework-Based on Node Navigability","publication_year":2019,"publication_date":"2019-10-14","ids":{"openalex":"https://openalex.org/W2980995841","doi":"https://doi.org/10.1109/tkde.2019.2947035","mag":"2980995841"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2019.2947035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2947035","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data 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/1812.08012","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018975350","display_name":"Pasquale De Meo","orcid":"https://orcid.org/0000-0001-7421-216X"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pasquale De Meo","raw_affiliation_strings":["Department of Ancient and Modern Civilizations, University of Messina, Messina, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Ancient and Modern Civilizations, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015725705","display_name":"Mark Levene","orcid":"https://orcid.org/0000-0001-8632-4732"},"institutions":[{"id":"https://openalex.org/I98259816","display_name":"Birkbeck, University of London","ror":"https://ror.org/02mb95055","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I98259816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Levene","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birkbeck, University of London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birkbeck, University of London, London, United Kingdom","institution_ids":["https://openalex.org/I98259816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056776996","display_name":"Fabrizio Messina","orcid":"https://orcid.org/0000-0002-3685-3879"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Messina","raw_affiliation_strings":["Department of Computer Science, University of Catania, Catania, CT, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Catania, Catania, CT, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081508670","display_name":"Alessandro Provetti","orcid":"https://orcid.org/0000-0001-9542-4110"},"institutions":[{"id":"https://openalex.org/I98259816","display_name":"Birkbeck, University of London","ror":"https://ror.org/02mb95055","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I98259816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alessandro Provetti","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birkbeck, University of London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birkbeck, University of London, London, United Kingdom","institution_ids":["https://openalex.org/I98259816"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018975350"],"corresponding_institution_ids":["https://openalex.org/I112862951"],"apc_list":null,"apc_paid":null,"fwci":1.7266,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.85220079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"32","issue":"11","first_page":"2088","last_page":"2100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11476","display_name":"Graph theory and applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9513168334960938},{"id":"https://openalex.org/keywords/katz-centrality","display_name":"Katz centrality","score":0.7090177536010742},{"id":"https://openalex.org/keywords/navigability","display_name":"Navigability","score":0.7025771141052246},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6615787744522095},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.586764931678772},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5374892354011536},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5110379457473755},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.49607405066490173},{"id":"https://openalex.org/keywords/exponential-growth","display_name":"Exponential growth","score":0.42897915840148926},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.4235227704048157},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.413515567779541},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4125162959098816},{"id":"https://openalex.org/keywords/network-science","display_name":"Network science","score":0.4064956307411194},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.39026159048080444},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24171149730682373},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10804077982902527},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08230412006378174}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.9513168334960938},{"id":"https://openalex.org/C131349576","wikidata":"https://www.wikidata.org/wiki/Q6378571","display_name":"Katz centrality","level":4,"score":0.7090177536010742},{"id":"https://openalex.org/C2778972660","wikidata":"https://www.wikidata.org/wiki/Q1666353","display_name":"Navigability","level":2,"score":0.7025771141052246},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6615787744522095},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.586764931678772},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5374892354011536},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5110379457473755},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49607405066490173},{"id":"https://openalex.org/C75235859","wikidata":"https://www.wikidata.org/wiki/Q582659","display_name":"Exponential growth","level":2,"score":0.42897915840148926},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.4235227704048157},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.413515567779541},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4125162959098816},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.4064956307411194},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.39026159048080444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24171149730682373},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10804077982902527},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08230412006378174},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tkde.2019.2947035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2947035","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:eprints.bbk.ac.uk.oai2:40985","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400466","display_name":"BIROn (Birkbeck, University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98259816","host_organization_name":"Birkbeck, University of London","host_organization_lineage":["https://openalex.org/I98259816"],"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:arXiv.org:1812.08012","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.08012","pdf_url":"https://arxiv.org/pdf/1812.08012","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"},{"id":"pmh:oai:air.unimi.it:2434/770982","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/770982","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1812.08012","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.08012","pdf_url":"https://arxiv.org/pdf/1812.08012","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W65714572","https://openalex.org/W131619556","https://openalex.org/W193057838","https://openalex.org/W573456921","https://openalex.org/W1483804921","https://openalex.org/W1485732691","https://openalex.org/W1527463082","https://openalex.org/W1572272766","https://openalex.org/W1573579329","https://openalex.org/W1608618407","https://openalex.org/W1830307536","https://openalex.org/W1875112053","https://openalex.org/W1880852744","https://openalex.org/W1938475800","https://openalex.org/W1956050896","https://openalex.org/W1968686485","https://openalex.org/W1975914563","https://openalex.org/W1979513221","https://openalex.org/W1994473607","https://openalex.org/W2002912304","https://openalex.org/W2005783762","https://openalex.org/W2026417691","https://openalex.org/W2027447600","https://openalex.org/W2028948789","https://openalex.org/W2037705937","https://openalex.org/W2053634345","https://openalex.org/W2057602562","https://openalex.org/W2061780020","https://openalex.org/W2066636486","https://openalex.org/W2070497706","https://openalex.org/W2089125183","https://openalex.org/W2089192108","https://openalex.org/W2092598586","https://openalex.org/W2112090702","https://openalex.org/W2117799929","https://openalex.org/W2125315567","https://openalex.org/W2128678576","https://openalex.org/W2134784378","https://openalex.org/W2140991467","https://openalex.org/W2144885342","https://openalex.org/W2147037342","https://openalex.org/W2149676335","https://openalex.org/W2157579446","https://openalex.org/W2164195254","https://openalex.org/W2164623126","https://openalex.org/W2170782527","https://openalex.org/W2173731294","https://openalex.org/W2175110005","https://openalex.org/W2358000107","https://openalex.org/W2470757901","https://openalex.org/W2558681166","https://openalex.org/W2783856774","https://openalex.org/W2963615156","https://openalex.org/W3098876096","https://openalex.org/W3103657871","https://openalex.org/W3103786587","https://openalex.org/W3104198947","https://openalex.org/W3106147091","https://openalex.org/W4213018468","https://openalex.org/W4233574973","https://openalex.org/W4237078129","https://openalex.org/W4238452917","https://openalex.org/W4249481924","https://openalex.org/W4253574313","https://openalex.org/W6602636815","https://openalex.org/W6684321845","https://openalex.org/W6685117335","https://openalex.org/W6730308639"],"related_works":["https://openalex.org/W1556026397","https://openalex.org/W2342486111","https://openalex.org/W2612461950","https://openalex.org/W1505600734","https://openalex.org/W4377985830","https://openalex.org/W4256540064","https://openalex.org/W2626653991","https://openalex.org/W2161532087","https://openalex.org/W2022996068","https://openalex.org/W2558990382"],"abstract_inverted_index":{"Centrality":[0],"metrics":[1,30],"are":[2,70,159],"a":[3,14,22,86,103,130],"popular":[4],"tool":[5],"in":[6,31],"Network":[7],"Science":[8],"to":[9,134,151],"identify":[10],"important":[11],"nodes":[12],"within":[13],"graph.":[15],"We":[16,83],"introduce":[17],"the":[18,35,42,51,59,63,66,89,92,110,122,125,136,153,162],"Potential":[19,60,68],"Gain":[20,61],"as":[21,41,109],"centrality":[23,29,115,119,140],"measure":[24],"that":[25,158],"unifies":[26],"many":[27],"walk-based":[28],"graphs":[32],"and":[33,65,72,95,155],"captures":[34],"notion":[36],"of":[37,44,58,88,102,112,129,138],"node":[38,104,131],"navigability,":[39],"interpreted":[40],"property":[43],"being":[45],"reachable":[46],"from":[47],"anywhere":[48],"else":[49],"(in":[50],"graph)":[52],"through":[53],"short":[54],"walks.":[55],"Two":[56],"instances":[57],"(called":[62],"Geometric":[64],"Exponential":[67],"Gain)":[69],"presented":[71],"we":[73],"describe":[74],"scalable":[75],"algorithms":[76],"for":[77],"computing":[78],"them":[79],"on":[80],"large":[81],"graphs.":[82],"also":[84],"give":[85],"proof":[87],"relationship":[90],"between":[91],"new":[93],"measures":[94],"established":[96],"centralities.":[97,164],"The":[98],"geometric":[99],"potential":[100,127,149],"gain":[101,128,150],"can":[105],"thus":[106],"be":[107,135],"characterized":[108],"product":[111,137],"its":[113,117,142],"Degree":[114,139],"by":[116,141,161],"Katz":[118],"scores.":[120],"At":[121],"same":[123],"time,":[124],"exponential":[126],"is":[132],"proved":[133],"Communicability":[143],"index.":[144],"These":[145],"formal":[146],"results":[147],"connect":[148],"both":[152],"\u201cpopularity\u201d":[154],"\u201csimilarity\u201d":[156],"properties":[157],"captured":[160],"above":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
