Role Assertion Analysis: a proposed method for ontology refinement through assertion learning

作者: Malika Smail-Tabbone , Adrien Coulet , Amedeo Napoli , Marie-Dominique Devignes

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摘要: We propose an approach for extending domain knowledge represented in DL ontology by using extraction methods on assertions. Concept and role assertions are extracted from the form of assertion graphs, which used to generate a formal context manipulated Formal Analysis methods. The resulting expressions then as concepts roles that can be inserted into initial after validation analyst. show, through real-world example, how this has been successfully discovering new units pharmacogenomics ontology.

参考文章(15)
Baris Sertkaya, Ulrike Sattler, Franz Baader, Bernhard Ganter, Completing description logic knowledge bases using formal concept analysis international joint conference on artificial intelligence. pp. 230- 235 ,(2007)
P. Buitelaar, P. Cimiano, B. Magnini, Ontology Learning from Text: Methods, Evaluation and Applications ,(2005)
Mohamed Hacene Rouane, Marianne Huchard, Amedeo Napoli, Petko Valtchev, None, A Proposal for Combining Formal Concept Analysis and Description Logics for Mining Relational Data Formal Concept Analysis. ,vol. 4390, pp. 51- 65 ,(2007) , 10.1007/978-3-540-70901-5_4
Bernhard Ganter, Rudolf Wille, C. Franzke, Formal Concept Analysis: Mathematical Foundations ,(1998)
Franz Baader, Baris Sertkaya, Applying Formal Concept Analysis to Description Logics Concept Lattices. pp. 261- 286 ,(2004) , 10.1007/978-3-540-24651-0_24
Peter F. Patel-Schneider, Deborah L. McGuinness, Diego Calvanese, Franz Baader, Daniele Nardi, The Description Logic Handbook ,(2009)
Jean Lieber, Amedeo Napoli, Laszlo Szathmary, Yannick Toussaint, First Elements on Knowledge Discovery Guided by Domain Knowledge (KDDK) Lecture Notes in Computer Science. ,vol. 4923, pp. 22- 41 ,(2006) , 10.1007/978-3-540-78921-5_2
Claudio Carpineto, Giovanni Romano, Concept Data Analysis: Theory and Applications ,(2004)
Marzena Kryszkiewicz, Concise Representations of Association Rules Lecture Notes in Computer Science. pp. 92- 109 ,(2002) , 10.1007/3-540-45728-3_8
Sébastien Ferré, Olivier Ridoux, Benjamin Sigonneau, Arbitrary Relations in Formal Concept Analysis and Logical Information Systems Conceptual Structures: Common Semantics for Sharing Knowledge. ,vol. 3596, pp. 166- 180 ,(2005) , 10.1007/11524564_11