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| This theory consists of a formal verification of the mathematical foundations of theory of the Formal Concept Analysis (FCA) framework in the PVS system. The notion of formal concept in a formal context is defined and we prove that the concepts of a context can be interpreted as a complete lattice. We also deal with the implications between attributes and we verify an algorithm to obtain a minimal base of implications. Finally, we transform the previous specifications of FCA into their respective executable specifications by using refinements, in order to preserve their properties.
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| This theory consists of a formal verification of the mathematical foundations of theory of the Formal Concept Analysis (FCA) framework in the PVS system. The notion of formal concept in a formal context is defined and we prove that the concepts of a context can be interpreted as a complete lattice. We also deal with the implications between attributes and we verify an algorithm to obtain a minimal base of implications. Finally, we transform the previous specifications of FCA into their respective executable specifications by using [[Theory of Refinements in PVS|refinements]], in order to preserve their properties.
 
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Revisión del 15:53 2 jun 2010

Title: Verification of the formal concept analysis in PVS
Authors: José A. Alonso, María J. Hidalgo, Francisco J. Martín and José L. Ruiz Reina.
Date: 2002-2004.
Description: This theory consists of a formal verification of the mathematical foundations of theory of the Formal Concept Analysis (FCA) framework in the PVS system. The notion of formal concept in a formal context is defined and we prove that the concepts of a context can be interpreted as a complete lattice. We also deal with the implications between attributes and we verify an algorithm to obtain a minimal base of implications. Finally, we transform the previous specifications of FCA into their respective executable specifications by using refinements, in order to preserve their properties.
Code: You can find the PVS theories here.
Documentation: Papers and documents related with this work: