Title of article
Product configuration knowledge modeling using ontology web language
Author/Authors
Yang، نويسنده , , Dong-Liang Miao، نويسنده , , Rui and Wu، نويسنده , , Hongwei and Zhou، نويسنده , , Yiting، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2009
Pages
13
From page
4399
To page
4411
Abstract
Effective and efficient development of product configuration systems, including the modeling of product configuration knowledge and the development of inference systems, is a key successful factor to implement mass customization paradigm. Ontology-based method for knowledge representation offers a means for the reuse and sharing of knowledge unambiguously. In this paper, we present a way of representing product configuration knowledge using semantic web technology, namely OWL and SWRL, and developing actual configuration engines based on derived configuration knowledge. Firstly, a general configuration ontology model defining vocabularies, terminologies and relationships that are common to the product configuration domain is constructed to act as a general semantic foundation for product configuration. With this general model, domain specific configuration models can be derived by inheriting or subclassing the ontologies within this general model. Both general ontology-based model and domain specific configuration model are formalized using OWL, an ontology language for encoding knowledge over the Web. Furthermore, constraint knowledge, such as require constraints and resource constraints, is represented with SWRL, a rule language based on OWL. Finally, actual configuration system is implemented using JESS by mapping OWL-based configuration knowledge and SWRL-based constraints into Jess facts and Jess, respectively. The presented ontology-based method for representing configuration knowledge enables the reuse of product configuration knowledge and thus facilitates the processes of modeling product configuration knowledge. In addition, the implementation of actual configuration system with existing rule engine, namely JESS, makes it possible the rapid development of product configuration systems.
Keywords
Product configuration , OWL , Knowledge representation , Ontology
Journal title
Expert Systems with Applications
Serial Year
2009
Journal title
Expert Systems with Applications
Record number
2345738
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