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Attribute reduction theory and approach to concept lattice

ZhangWenXiuWei WeiLingQi QiJianjun

2005Acta Scientiarum Naturalium Universitatis SunyatseniComputer Science被引 104

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摘要

The theory of the concept lattice is an efficient tool for knowledge representation and knowledge discovery, and is applied to many fields successfully. One focus of knowledge discovery is knowledge reduction. This paper proposes the theory of attribute reduction in the concept lattice, which extends the theory of the concept lattice. In this paper, the judgment theorems of consistent sets are examined, and the discernibility matrix of a formal context is introduced, by which we present an approach to attribute reduction in the concept lattice. The characteristics of three types of attributes are analyzed.

引用本文(GB/T 7714)

Zhang, WenXiu, Wei Wei, 等. Attribute reduction theory and approach to concept lattice[J]. Acta Scientiarum Naturalium Universitatis Sunyatseni, 2005.

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