Title :
Research on Mechanical Model of Virtual Human-Shoes System Based on Fuzzy Association Rule Mining
Author_Institution :
Dept. of Light Ind., Zhejiang Ind. & Trade Polytech., Wenzhou
Abstract :
To improve the quality of shoes, extensive testing was applied to obtain a high comfort shoe model based on human biomechanics and the interaction system of human-shoes. By studying the mechanical properties of the human body on two aspects: joints and muscles, the mechanical conduction model of the lower limbs was established through the foot testing, and found that Pedar foot measuring points was simplified from 99 to 25 through the association rules reduction algorithm which does not change peoplepsilas comfort degree. The experiments showed that this method is feasible, and the simulation results and actual test results have a high degree of anastomosis. Hence, virtue human-shoes system makes the enterprises to avoid the unsuitable shoes products entering the market in the digital design stage of shoes whereas it can make enterprises to save the cost of the product development.
Keywords :
biomechanics; data mining; footwear industry; fuzzy set theory; interactive systems; mechanical testing; product development; Pedar foot measuring point; fuzzy association rule mining; human biomechanics; interaction system; lower limb; mechanical model; mechanical testing; product development; shoes industry; virtual human-shoes system; Association rules; Biological system modeling; Biomechanics; Data mining; Foot; Footwear; Fuzzy systems; Humans; Mechanical factors; System testing; feet distribution pressure; fuzzy association rule; virtual human shoes;
Conference_Titel :
Networking and Digital Society, 2009. ICNDS '09. International Conference on
Conference_Location :
Guiyang, Guizhou
Print_ISBN :
978-0-7695-3635-4
DOI :
10.1109/ICNDS.2009.153