三元概念分析理论及其应用研究综述

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中图分类号：TP18；TP391 文献标识码：A文章编号：1006-8228（2025）12-01-07

Abstract：Triadicconceptanalysisisanextensionofformalconceptanalysisasatheoreticalframework.Itconstructsamultidimensionalknowledgerepresentationsystembymeansoftriadiccontext（setsofobjects，atributes，conditionsandtheir interelatinships）andtriadicconcept（extensionsintensionsandmodes）.Thecoreofitsmethodsystemicludesthecstruction oftriadicconceptlatices，triadicimplicationandasociationrulemining，andtriadicconceptreduction，providingastructured analysistoolforparsingomplexdataaocations.Intermsofaplicationsthismethodhasdemonstratedsignfcanteffectivenes inmultipledisciplinaryfieldsandhasdevelopedintoanimportantresearchbranchinthefieldofartficialinteligence，andis widelyappliedinpracticalapplicationscenariossuchasinformationretrievalanddecisionsupport.Thispperortsouttheexisting basictheories，methodsandapplicationresearchprogressoftriadicconceptanalysis，focusesonsummarizingthecurrntsituation ofrelevant research，and providesuseful references forfutureresearch.

Keywords：Triadic Concept Analysis;Triadic Context;Triadic Concept;Artificial Intelligence

0引言

三元概念分析（Triadic Concept Analysis，TCA）是一种基于概念及概念层次间数学化表达的理论，既吸收了形式概念分析（FormalConceptAnalysis，FCA）的方法，又对该理论加以拓展，形成了分析处理数据的全新框架，具备自身独有的特性。（剩余11096字）