Application of Data Mining in the Customization Design of the Sport Bicycle
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摘要: 基于自组织数据挖掘的基本原理, 根据运动自行车车架设计的背景知识, 选取影响车架尺寸的骑行者的身体特征, 并选择相关的数据作为学习样本, 在Knowledgeminer中建模, 得到车架尺寸和身体特征之间的定量关系, 实现了运动自行车车架量身定做的功能.Abstract: Based on the basic theory of self-organizing data mining and the backgrounds of bicycle's frame design, several body sizes and body characters, which may have impact on the bicycle's frame sizes, and the corresponding frame sizes are selected as data sample, then create input/output models in Knowledgeminer are created.Finally, the quantitative relationship between body characters and frame sizes is found, and the the customization design of the bicycle's frame is realized.
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