Formal Concept Analysis (FCA) provides a method called attribute exploration which helps a domain expert discover structural dependencies in knowledge domains that can be represented by a formal context (a cross table of objects and attributes). Triadic Concept Analysis is an extension of FCA that incorporates the notion of conditions. Many extensions and variants of attribute exploration have been studied but only few attempts at incorporating multiple experts have been made. In this paper we present triadic exploration based on Triadic Concept Analysis to explore conditional attribute implications in a triadic domain. We then adapt this approach to formulate attribute exploration with multiple experts that have different views on a domain.
翻译:正式概念分析(FCA)提供了一种称为属性探索的方法,它帮助域专家发现知识领域的结构性依赖性,这种依赖性可以用一种正式的背景来代表(一个物体和属性的交叉表),三部概念分析是包含条件概念的《FCA》的延伸,已经研究过许多属性探索的扩展和变体,但很少尝试吸收多名专家。在本文件中,我们根据三部概念分析提出三部概念探索,以探讨三部概念的有条件属性影响。然后,我们调整这一方法,与对一个领域持有不同观点的多名专家进行属性探索。