2015•Unpublished venueRequires access

A new type of generalized one-sided concept lattices and its knowledge reduction

Mingwen Shao, Kewen Li

Open publisher page 3 citations

Abstract

In this paper, we introduce a new pair of adjoint mappings between the power sets and the products of complete lattices. The proposed pair of adjoint mappings forms a Galois connection and the corresponding concept lattice is constructed for a generalized one-sided formal context. Moreover, we propose a lattice-keep-based attribute reduction approach for a generalized one-sided formal context. Specifically, we present the concrete judgement theorems and algorithms to calculate the attribute reducts of generalized one-sided formal contexts.

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What this paper is about

In this paper, we introduce a new pair of adjoint mappings between the power sets and the products of complete lattices. The proposed pair of adjoint mappings forms a Galois connection and the corresponding concept lattice is constructed for a generalized one-sided formal context. Moreover, we propose a lattice-keep-based attribute reduction approach for a generalized one-sided formal context. Specifically, we present the concrete judgement theorems and algorithms to calculate the attribute reducts of generalized one-sided formal contexts.

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Available abstract

In this paper, we introduce a new pair of adjoint mappings between the power sets and the products of complete lattices. The proposed pair of adjoint mappings forms a Galois connection and the corresponding concept lattice is constructed for a generalized one-sided formal context. Moreover, we propose a lattice-keep-based attribute reduction approach for a generalized one-sided formal context. Specifically, we present the concrete judgement theorems and algorithms to calculate the attribute reducts of generalized one-sided formal contexts.

Key concepts: Galois connection, Lattice (music), Reduction (mathematics), Expressive power, Formal concept analysis, Context (archaeology), Lattice Miner, Mathematics

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