DocumentCode
2993356
Title
Application of fuzzy ISODATA clustering method in product identity planning
Author
Chen, Li ; Zhu, Rupeng ; Zhou, Haihai
Author_Institution
Coll. of Mech. & Electr. Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear
2009
fDate
26-29 Nov. 2009
Firstpage
33
Lastpage
36
Abstract
Product identity (PI) can form the continuity of enterprise products, and is of positive significance to the brand image. In this paper the fuzzy ISODATA clustering method is introduced to explore the way to establish product identity system based on the existing products of a company. An experimental study of financial equipments was conducted to evaluate the practicability of this method. First, appropriate product form features were selected and the values of each sample´s features were acquired by semantic differential method; the initial division was given by the designers´ experience, and then the result of categorization and the information of the clustering centers of each style was calculated using fuzzy ISODATA clustering method. On this basis the company´s PI system including the sub-styles can be planned. The future products can be designed with continuity according to the result. The experimental study has shown a feasible and effective result.
Keywords
fuzzy set theory; identification technology; pattern clustering; PI system; financial equipments; fuzzy ISODATA clustering method; product identity planning; product identity system; semantic differential method; Clustering methods; Cognition; Companies; Concrete; Costs; Educational institutions; Identity management systems; Product design; Production; User interfaces; Form; Fuzzy ISODATA clustering method; Product identity; Style;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Aided Industrial Design & Conceptual Design, 2009. CAID & CD 2009. IEEE 10th International Conference on
Conference_Location
Wenzhou
Print_ISBN
978-1-4244-5266-8
Electronic_ISBN
978-1-4244-5268-2
Type
conf
DOI
10.1109/CAIDCD.2009.5374904
Filename
5374904
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