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In this paper, the basic design of the fuzzy personalized wireless information agent for mobile phones is a proposed based on wireless fuzzy Web intelligence, wireless mobile computing, Internet computing, intelligent agent technology, Web databases, and personalization. The basic personalized wireless information agent's middleware is implemented by using WAP, WML, Java Servlets and intelligent information agent techniques, Oracle databases, client-server technology and personalized profiles. Typical applications such as personalized search for weather, traffic and others are demonstrated. In addition, Computational Web Intelligence (CWI) techniques can be used to design more intelligent wireless mobile agents to better serve wireless mobile users. In the future, the fuzzy wireless intelligent multi-agent system will have more applications.