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Publishing Language: Chinese | Open Access

Triadic concepts acquisition based on triadic granular concepts

Qian LI1Qing WAN1,2( )Ling WEI2,3
School of Science, Xi’an Polytechnic University, Xi’an 710048, China
Institute of Concepts, Cognition and Intelligence, Northwest University, Xi’an 710127, China
School of Mathematics, Northwest University, Xi’an 710127, China
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Abstract

As the extended theory and method of formal concept analysis, triadic concept analysis is mainly used to process three-dimensional data, and the triadic concepts acquisition is one of its important research topics. Motivated by the idea of acquiring binary concepts based on the object concepts in formal concept analysis, this paper gives the method of obtaining all triadic concepts. First of all, on the basis of the existing method of generating triadic concepts from object-condition triadic granular concepts, a method of obtaining all triadic concepts from the intent set of object-condition triadic granular concepts is presented. Secondly, according to the characteristics of a triadic context and the relationship between the extent, the intent and the mode of a triadic concept, the method of obtaining all triadic concepts based on the mode set (the extent set) of attribute-object (condition-attribute) triadic granular concepts is proposed. Finally, the concrete calculation steps of the method proposed in this paper are given by taking the attribute-object triadic granular concepts as an example.

CLC number: O29; TP18

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Journal of Northwest University (Natural Science Edition)
Pages 159-170

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Cite this article:
LI Q, WAN Q, WEI L. Triadic concepts acquisition based on triadic granular concepts. Journal of Northwest University (Natural Science Edition), 2026, 56(1): 159-170. https://doi.org/10.16152/j.cnki.xdxbzr.2026-01-015

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Received: 10 June 2025
Revised: 15 July 2025
Published: 25 February 2026
© The Editorial Department of Journal of Northwest University(Natural Science Edition)2026.

This is an open access article under the CC BY-NC-ND 4.0 license (https://creativecommons.org/licenses/by-nc-nd/4.0/).