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Adaptation Guided Retrieval Based on Formal Concept Analysis

Díaz-Agudo, Belén ; Gervás, Pablo ; González-Calero, Pedro A.

Case-Based Reasoning Research and Development, 2003, p.131-145 [Periódico revisado por pares]

Berlin, Heidelberg: Springer Berlin Heidelberg

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Título:
Adaptation Guided Retrieval Based on Formal Concept Analysis
Autor: Díaz-Agudo, Belén ; Gervás, Pablo ; González-Calero, Pedro A.
Assuntos: Applied sciences ; Artificial intelligence ; Case Base ; Computer science; control theory; systems ; Exact sciences and technology ; Formal Concept ; Formal Concept Analysis ; Formal Context ; Speech and sound recognition and synthesis. Linguistics ; Syntactic Category
É parte de: Case-Based Reasoning Research and Development, 2003, p.131-145
Notas: Supported by the Spanish Committee of Science & Technology (TIC2002-01961)
Descrição: In previous papers [5, 4] we have proved the usefulness of Formal Concept Analysis (FCA) as an inductive technique that elicits knowledge embedded in a case library. The dependency knowledge implicitly contained in the case base is captured during the FCA process in the form of dependence rules among the attributes describing the cases. A substitution-based adaptation process is proposed that profits from these dependence rules since substituting an attribute may require to substitute dependant attributes. Dependence rules will guide an interactive query formulation process which favors retrieving cases where successful adaptations can be accomplished. In this paper we exemplify the use of FCA to help query formulation in an application to generate Spanish poetry versions of texts provided by the user.
Editor: Berlin, Heidelberg: Springer Berlin Heidelberg
Idioma: Inglês

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Adaptation Guided Retrieval Based on Formal Concept Analysis

Díaz-Agudo, Belén ; Gervás, Pablo ; González-Calero, Pedro A.

Berlin, Heidelberg: Springer Berlin Heidelberg

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