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Since the accelerating pace of globalization of the world economy, the knowledge becomes the key to enhance the competitiveness of firms. There is a great lot of knowledge in industry web resources and is very valuable for firms. Therefore, the firms need an effective method to discovery and share them. This paper presents a new recommendation technical solution to this problem. A platform is proposed to discover customized knowledge from industry web resources and provide personalized share service. At first the operational principle and content are given. Then the process model and the key technology are described in detail. Finally feasibility and practicability of the proposed technical solution were verified by the development and preliminary application of a prototype system.