TY - GEN
T1 - A Hybrid Model of Requirement Acquisition Based on Consumer's Preferenceon for 3D Printing Cloud Service Platform
AU - Fan, Jiashuang
AU - Yu, Suihuai
AU - Chu, Jianjie
AU - Cheng, Fangmin
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/11/9
Y1 - 2018/11/9
N2 - The purpose of this paper is to propose a model for solving the requirement acquisition based on consumer's preference on 3D printing cloud service platform, which is important for helping the designer to provide the impetus for design restructuring and upgrading. A design model is divided into three layers: consumer data mining layer, consumer data analysis layer and consumer preference acquisition layer. Consumer data analysis is based on Kansei engineering and BP neural network. And consumer's preference acquisition is based on Quality Function Deployment. Additionally, an application example is also introduced to illustrate the validity of the proposed method.
AB - The purpose of this paper is to propose a model for solving the requirement acquisition based on consumer's preference on 3D printing cloud service platform, which is important for helping the designer to provide the impetus for design restructuring and upgrading. A design model is divided into three layers: consumer data mining layer, consumer data analysis layer and consumer preference acquisition layer. Consumer data analysis is based on Kansei engineering and BP neural network. And consumer's preference acquisition is based on Quality Function Deployment. Additionally, an application example is also introduced to illustrate the validity of the proposed method.
KW - 3D printing cloud service platform
KW - BP neu-ral network
KW - Consumer's preference
KW - Quality Function Deployment
KW - Requirement acquisition
UR - http://www.scopus.com/inward/record.url?scp=85058438710&partnerID=8YFLogxK
U2 - 10.1109/IHMSC.2018.00067
DO - 10.1109/IHMSC.2018.00067
M3 - 会议稿件
AN - SCOPUS:85058438710
T3 - Proceedings - 2018 10th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2018
SP - 261
EP - 264
BT - Proceedings - 2018 10th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 10th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2018
Y2 - 25 August 2018 through 26 August 2018
ER -