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Research of the Product Innovative Design Based On Data Mining Technology

机译:基于数据挖掘技术的产品创新设计研究

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Data mining technology is a new method of information analysis based on large - scale databases or data warehouses. With good results it has been widely used in many engineering fields. It has become an important research task in product design fields how to apply data mining technology in product design for improving the efficiency and success probability of product design, and shortening design period. In this paper the authors introduce the basic theory of data mining and mining arithmetic, and analyze its application necessity in product innovation design for resolving problems and improving deficiency existed in product design. Based on data mining technology, the applying flow of data mining technology in product design is presented, and a product design system model is also provided. Then each concrete module of this model is analyzed. And finally an available exploration for the data mining application in the product design has been made, and some valuable reference for further related research provided here.
机译:数据挖掘技术是一种基于大型数据库或数据仓库的信息分析新方法。效果良好,已广泛应用于许多工程领域。如何在产品设计中应用数据挖掘技术,以提高产品设计的效率和成功率,缩短设计周期,已成为产品设计领域的重要研究任务。本文介绍了数据挖掘和挖掘算法的基本理论,并分析了数据挖掘在产品创新设计中的应用必要性,以解决产品设计中存在的问题和改善缺陷。提出了基于数据挖掘技术的数据挖掘技术在产品设计中的应用流程,并提供了产品设计系统模型。然后分析该模型的每个具体模块。最后,对数据挖掘在产品设计中的应用进行了探索,并为此处的进一步相关研究提供了一些有价值的参考。

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