Ontology contains abundant semantic knowledge, syntax structure, and shared information. In this paper, a domain ontology repository for electronic commerce is firstly established to solve the problem of data structural and semantic isomerism. And then a prototype system of automatic Chinese word segmentation is developed based on the domain ontology repository. The experiment results show that the recall rate of Chinese word segmentation is improved partly.