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Upgrading a search engine to a Web-based question-answering system is one of basic target concerning certain aspects of Web intelligence (WI). The question-answering system is more important for Web-based question-answering research. This paper specifies precise natural language process based on fuzzy description logic as fuzzy PNL question-answering system. The system uses fuzzy description logic as computational part in prototype language rules. It makes use of reasoning algorithms to study knowledge symbols, and gives an example of query film to show the system workflow.
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