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An Axiom System for Feedback Centralities

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dc.abstract.enIn recent years, the axiomatic approach to centrality measures has attracted attention in the literature. However, most papers propose a collection of axioms dedicated to one or two considered centrality measures. In result, it is hard to capture the differences and similarities between various measures. In this paper, we propose an axiom system for four classic feedback centralities: Eigenvector centrality, Katz centrality, Katz prestige and PageRank. We prove that each of these four centrality measures can be uniquely characterized with a subset of our axioms. Our system is the first one in the literature that considers all four feedback centralities.
dc.affiliationUniwersytet Warszawski
dc.conference.countryKanada
dc.conference.datefinish2021-08-27
dc.conference.datestart2021-08-19
dc.conference.placeMontreal
dc.conference.seriesInternational Joint Conference on Artificial Intelligence
dc.conference.seriesInternational Joint Conference on Artificial Intelligence
dc.conference.seriesshortcutIJCAI
dc.conference.shortcutIJCAI 2021
dc.conference.weblinkhttps://ijcai-21.org/
dc.contributor.authorWąs, Tomasz
dc.contributor.authorSkibski, Oskar
dc.date.accessioned2024-01-24T16:41:54Z
dc.date.available2024-01-24T16:41:54Z
dc.date.issued2021
dc.description.financePublikacja bezkosztowa
dc.identifier.doi10.24963/IJCAI.2021/62
dc.identifier.urihttps://repozytorium.uw.edu.pl//handle/item/100879
dc.identifier.weblinkhttp://dx.doi.org/10.24963/ijcai.2021/62
dc.languageeng
dc.pbn.affiliationcomputer and information sciences
dc.relation.pages443-449
dc.rightsClosedAccess
dc.sciencecloudnosend
dc.titleAn Axiom System for Feedback Centralities
dc.typeJournalArticle
dspace.entity.typePublication