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 :
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