Abstract: Semantic Web is a new technology for constructing complex systems under distributed conditions.Based on analyzing semantic Web and ontology requirements,a semantic miner based on ontology and multi-agent systems is proposed.This system is made of user agent,matching agent,semantic middleware,inference agent,query agent,ontology,and semantic information source.Experimental prototype based on semantic Web is developed for establishing further research and development foundation of better soft products.