TY - GEN
T1 - Design creation system based on designer's Kansei and consumer's preference
AU - Aoyama, Hideki
AU - Ohshima, Kentaro
PY - 2011/12/1
Y1 - 2011/12/1
N2 - Making product differentiation in quality has been becoming difficult with progress of production technology, and aesthetic design is given increasing importance in the charm of products. Previously, appearance design was creation activity strongly depending on the aesthetic sense of a designer. Nowadays, it is demanded to survey consumer's needs on appearance design and reflect them on product design; in other words, design based on only designer's Kansei is not enough for customer's preference. It becomes important challenge to effectively gather consumer's needs, extract valuable information from the needs and apply them for product development. There are several works which create a shape in harmony with consumer's preference. However, they do not accept designer's intention in the design process. This study thus aims to construct a design support system which can provide design ideas (design solutions) to the designer at an early stage in the design process. The provided design ideas are generated from a designer's original idea by adding consumer's preference. A system to collect consumer's preference data using interactive genetic algorithm was constructed. The system can make if-then rules as consumer's preference based on rough sets theory and create design solutions by applying the consumer's preference rules on a designer's idea.
AB - Making product differentiation in quality has been becoming difficult with progress of production technology, and aesthetic design is given increasing importance in the charm of products. Previously, appearance design was creation activity strongly depending on the aesthetic sense of a designer. Nowadays, it is demanded to survey consumer's needs on appearance design and reflect them on product design; in other words, design based on only designer's Kansei is not enough for customer's preference. It becomes important challenge to effectively gather consumer's needs, extract valuable information from the needs and apply them for product development. There are several works which create a shape in harmony with consumer's preference. However, they do not accept designer's intention in the design process. This study thus aims to construct a design support system which can provide design ideas (design solutions) to the designer at an early stage in the design process. The provided design ideas are generated from a designer's original idea by adding consumer's preference. A system to collect consumer's preference data using interactive genetic algorithm was constructed. The system can make if-then rules as consumer's preference based on rough sets theory and create design solutions by applying the consumer's preference rules on a designer's idea.
KW - Consumer's need
KW - Consumer's preference
KW - Design creation system
KW - Interactive genetic algorithm
KW - Kansei
KW - Rough set theory
UR - http://www.scopus.com/inward/record.url?scp=84865144240&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84865144240&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84865144240
SN - 9789728939526
T3 - Proceedings of the IADIS International Conference Interfaces and Human Computer Interaction 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011
SP - 241
EP - 248
BT - Proceedings of the IADIS International Conference Interfaces and Human Computer Interaction 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011
T2 - IADIS International Conference Interfaces and Human Computer Interaction 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011
Y2 - 24 July 2011 through 26 July 2011
ER -