Title :
One Knowledge Discovery Approach for Product Conceptual Design
Author :
Peng, Zhen ; Yang, Bingru ; Qu, Wu
Author_Institution :
Dept. of Comput., North China Inst. of Sci. & Technol., Beijing, China
Abstract :
With the aim to share and reuse conceptual design process knowledge, the paper proposed to apply one knowledge discovery approach-DFSSM in product conceptual design. According to the feature of conceptual design, one new approach of product conceptual design based on DFSSM was implemented, in which the DFSSM could mine design process knowledge from complex type data of conceptual design and the knowledge could be for the next conceptual design. So this method improved the automation degree of conceptual design, overcame the defects of expertise and achieved a cost-effective product innovation.
Keywords :
data mining; database management systems; product design; database; discovery feature subspace model; knowledge discovery approach; product conceptual design; Design automation; Design engineering; Design methodology; Knowledge engineering; Manufacturing automation; Ontologies; Paper technology; Process design; Product design; Technological innovation; discovery feature sub-space model (DFSSM); knowledge discovery in database (KDD); ontology-based semantic modeling; product conceptual design; variant design;
Conference_Titel :
Artificial Intelligence, 2009. JCAI '09. International Joint Conference on
Conference_Location :
Hainan Island
Print_ISBN :
978-0-7695-3615-6
DOI :
10.1109/JCAI.2009.13