On Link Validity in Bibliographic Knowledge Bases

Madalina Croitoru 1 Léa Guizol 1 Michel Leclère 1
1 GRAPHIK - Graphs for Inferences on Knowledge
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier, CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : The Entity Resolution problem has been widely addressed in the literature. In its simplest version, the problem takes as input a knowledge base composed of records describing real world entities and outputs the sets of records judged to correspond to the same real world entity. More elaborated versions take into account links amongst records representing relationships between the entities which represent. However, none of the approaches in the literature question the validity of certain links between records. In this paper we highlight this new aspect of "link validity" in knowledge bases and show how Entity Resolution approaches should take this aspect into consideration.
Type de document :
Communication dans un congrès
Salvatore Greco; Bernadette Bouchon-Meunier; Giulianella Coletti; Mario Fedrizzi; Benedetto Matarazzo; Ronald R. Yager. IPMU: Information Processing and Management of Uncertainty, Jul 2012, Catania, Italy. Springer, 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - Part I, Communications in Computer and Information Science (297), pp.380-389, 2012, Advances on Computational Intelligence. 〈http://www.ipmu2012.unict.it/〉. 〈10.1007/978-3-642-31709-5_39〉
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-00763664
Contributeur : Bruno Paiva Lima da Silva <>
Soumis le : mardi 11 décembre 2012 - 11:36:41
Dernière modification le : jeudi 24 mai 2018 - 15:59:22

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Madalina Croitoru, Léa Guizol, Michel Leclère. On Link Validity in Bibliographic Knowledge Bases. Salvatore Greco; Bernadette Bouchon-Meunier; Giulianella Coletti; Mario Fedrizzi; Benedetto Matarazzo; Ronald R. Yager. IPMU: Information Processing and Management of Uncertainty, Jul 2012, Catania, Italy. Springer, 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - Part I, Communications in Computer and Information Science (297), pp.380-389, 2012, Advances on Computational Intelligence. 〈http://www.ipmu2012.unict.it/〉. 〈10.1007/978-3-642-31709-5_39〉. 〈lirmm-00763664〉

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