Research on the Theory of Customer-Oriented E-Catalog Ontology Automatic Construction

The manual construction of e-Catalog ontologies which involves the acquisition, conceptualization, evaluation and formalization of domain dependent knowledge, has been largely identified as a costly, time-consuming, tedious and error prone task. In this paper, we provide a method of customer-oriented e-Catalog ontology automatic construction, by acquiring concept sets, identifying properties, learning relations and extracting individuals based on meta model and international classification standards and e-commerce web.

[1]  Wooju Kim,et al.  Agent based intelligent search framework for product information using ontology mapping , 2008, Journal of Intelligent Information Systems.

[2]  Min Liu,et al.  Semantic Mapping in Product Design and Catalog Integration , 2008, 2008 IFIP International Conference on Network and Parallel Computing.

[3]  Martin Hepp,et al.  Products and Services Ontologies: A Methodology for Deriving OWL Ontologies from Industrial Categorization Standards , 2006, Int. J. Semantic Web Inf. Syst..

[4]  Asunción Gómez-Pérez,et al.  Solving Integration Problems of e-commerce standards and initiatives through ontological mappings , 2001, OIS@IJCAI.

[5]  Nicola Guarino,et al.  The eCommerce Product Classification Challenge , 2001 .

[6]  Gui-hua Nie.  Improved concept similarity computing approach in Ontology mapping: Improved concept similarity computing approach in Ontology mapping , 2008 .

[7]  Sang-goo Lee,et al.  CATALOG MANAGEMENT IN E-COMMERCE SYSTEMS , 2003 .

[8]  Cheng-Zen Yang,et al.  On hierarchical web catalog integration with conceptual relationships in thesaurus , 2006, SIGIR '06.

[9]  Yunming Ye,et al.  Ontology-based e-catalog matching for integration of GDSN and EPCglobal network , 2005, IEEE International Conference on e-Business Engineering (ICEBE'05).

[10]  Werner Kießling,et al.  Evaluation and optimization of the catalog search process of e-procurement platforms , 2006, Electron. Commer. Res. Appl..

[11]  Fernando de Arriaga,et al.  Intelligent E‐Learning Systems: Automatic Construction of Ontologies , 2008, WCE 2008.

[12]  Zhang Bo,et al.  The Design and Implementation on Chinese E-commerce Semantic Lexicon ECNET , 2008, CSSE 2008.