Title :
Fuzzy Classification for Manufacture Design Documents Based on Domain Ontology and Document Structure Tagging
Author :
Gu, Ning ; Liu, Zhihong ; Lu, Tun ; Wang, Fang
Author_Institution :
Fudan Univ., Shanghai
Abstract :
A fuzzy classification method for cooperative design documents of manufacturing based on domain ontology and document structure tagging is presented in this paper. It employs the hierarchical structure of domain ontology and semantic relations between concepts to partition and tag the design documents. Every concept in domain ontology is weighted by the position importance of feature words and the distance between each feature word and the concept itself. As a demonstration, this method is applied in the shipping engineering, which enhances the accuracy of the design documents classification.
Keywords :
fuzzy logic; groupware; identification technology; manufacturing data processing; ontologies (artificial intelligence); pattern classification; product design; cooperative manufacture design document; document structure tagging; domain ontology; fuzzy classification; Computer aided manufacturing; Design engineering; Design methodology; Elevators; Information management; Joining IEEE; Marine vehicles; Ontologies; Software design; Tagging; Classification; Collaborative Design; Fuzzy; Ontology;
Conference_Titel :
Computer Supported Cooperative Work in Design, 2007. CSCWD 2007. 11th International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
1-4244-0963-2
Electronic_ISBN :
1-4244-0963-2
DOI :
10.1109/CSCWD.2007.4281509