关键词: 云制造, 多知识库整合, 蚁群聚类, 语义概念映射

Abstract: Knowledge base is an important foundation of knowledge services in the Group’s Enterprise Cloud manufacturing platform.As a result，the quality of the knowledge base directly determines the quality of knowledge services.Single dispersed knowledge base cannot provide a unified global view of the knowledge resources，which is not conducive to the sharing of knowledge resources.Multiple knowledge bases integration technology has become one of the focuses.An efficient integration of multiple knowledge bases method based on knowledge blocks is proposed，which divides a knowledge base into a set of blocks through an improved ant colony clustering algorithm.Then，the mapping between blocks is based on computing semantic similarity of candidate mapping entity pairs are selected from the block mapping result.Through the algorithm’s time complexity analysis，the time complexity is better than the method of integration based on the
minimum set of concepts knowledge base.The results also show that the operating performance of the method is obviously superior to existing methods.

Key words: cloud manufacturing, integration of multiple knowledge bases, ant colony clustering, semantic concept mapping