DocumentCode
468380
Title
Study on Method of Association Knowledge Discovery for Scheme Design Based on Constraint
Author
Li, Jingmin ; Yao, Jin
Author_Institution
Sichuan Univ., Sichuan
Volume
3
fYear
2007
fDate
24-27 Aug. 2007
Firstpage
694
Lastpage
698
Abstract
In order to solve the problem that scheme design parameters are various, the relationships among parameters are complicated and design knowledge acquisition is difficult, the process and mathematics expression of scheme design is analyzed. Then a method of association knowledge discovery is put forward, in which design attributes are taken as item sets, associated relationship among them are taken as analyzing target and domain knowledge is taken as constraint to control mining process. The expression and application of domain knowledge is investigated. A case study is given to illustrate that the method proposed is valid and practicable and the research has an important significance for the reuse design knowledge and design cases.
Keywords
constraint handling; data mining; association knowledge discovery; design attributes; domain knowledge; knowledge acquisition; mathematics expression; scheme design parameters; Association rules; Data mining; Design engineering; Design methodology; Industrial relations; Knowledge acquisition; Manufacturing processes; Mathematics; Process control; Process design;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2874-8
Type
conf
DOI
10.1109/FSKD.2007.542
Filename
4406326
Link To Document