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An Incremental Building Algorithm of Concept Lattice Based on Basic Concepts

Jin-biao Shen, LV Yue-jin

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Abstract

Efficient concept lattice generation algorithm is a major problem for the applied research of formal concept analysis. Based on the basic property of concept, this paper put forwards and proves a theorem about the relationship of concepts, and then proposes an incremental concept lattice algorithm based on basic concepts. An example shows that the algorithm is feasible and effective.

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What this paper is about

Efficient concept lattice generation algorithm is a major problem for the applied research of formal concept analysis. Based on the basic property of concept, this paper put forwards and proves a theorem about the relationship of concepts, and then proposes an incremental concept lattice algorithm based on basic concepts. An example shows that the algorithm is feasible and effective.

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Available abstract

Efficient concept lattice generation algorithm is a major problem for the applied research of formal concept analysis. Based on the basic property of concept, this paper put forwards and proves a theorem about the relationship of concepts, and then proposes an incremental concept lattice algorithm based on basic concepts. An example shows that the algorithm is feasible and effective.

Key concepts: Lattice Miner, Formal concept analysis, Lattice (music), Computer science, Algorithm, Theoretical computer science, Acoustics, Physics

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