期刊
INFORMATION SCIENCES
卷 542, 期 -, 页码 58-70出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.ins.2020.05.020
关键词
Concept analysis; Concept lattice category; Description problem; Hierarchy-matrix
The paper presents a new method for describing the hierarchy of a finite concept lattice using a matrix, establishing a one-to-one correspondence between a finite topological space and a proper square matrix with integral entries. The hierarchy-matrix allows for storage and understanding of hierarchy information of the concept lattice, facilitating autonomous interpretation by software.
Concept lattices (also called Galois lattices) are complete ones with the hierarchical order relation of the formal concepts defined by a formal context or Galois connection. In this paper, we present a new of method describing a hierarchy of a finite concept lattice by using a matrix. Given a finite concept lattice L, we introduce Scott topology sigma(L) on L and choose an order of a unique minimal base for sigma(L). Then, there is a one-to-one correspondence between the finite topological space (L, sigma(L)) and a proper square matrix with integral entries; thus we obtain a hierarchy-matrix describing the hierarchy of the concept lattice. We explain how to get the information of the hierarchy from the hierarchy-matrix and discuss the relation between the hierarchy-matrix and the Hasse diagram. Since the hierarchy-matrix allowed us to store the information of hierarchy of the concept lattice, we believe that any software autonomously understand the information of hierarchy of the concepts from the hierarchy-matrix and the Hasse diagram. Since the hierarchy-matrix allowed us to store the information of hierarchy of the concept lattice, we believe that any software autonomously understand the information of hierarchy of the concepts from the hierarchy-matrix. (C) 2020 Published by Elsevier Inc.
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