一种基于概念格胶合的模糊本体合并方法

为了解决本体异构问题,实现本体资源的共享和重用,需要进行本体集成。本体合并是集成的一种方式。本体对概念外延和内涵揭示得不够,对概念的表达深度不够。形式概念分析可以很好地表示和处理概念以及概念之间的关系,但是在语言表达和推理等方面还很不足,因此需要将它们结合起来表达和处理知识,提高语义表达能力。提出了一种基于模糊概念格胶合的模糊本体合并方法,为模糊本体集成提供了一种新的方法。

Concept lattice gluing based fuzzy ontology merging method

In order to solve the problem of heterogeneity and achieve the goal of sharing and reusing resource, ontology should be integrated from different sources. Ontology merging is a way of ontology integration. Ontology has its disadvantages for the expression of concept because it's not well enough to express the extent and intent of concept. Formal concept analysis could solve this problem, but it has difficulty in coding and reasoning. It may be a better way to combine formal concept analysis with ontology. This paper proposed a novel method of fuzzy ontology merge based on fuzzy concept gluing. The processing of fuzzy ontology merging transformed to the processing of fuzzy concept lattice gluing, shows a new way of fuzzy ontology integration in the semantic Web.