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.