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Issue No.03 - May/June (2002 vol.14)
pp: 583-598
ABSTRACT
<p><b>Abstract</b>—In any electronic commerce system, the heterogeneity of product descriptions is a critical impediment to efficient business information exchange. In the A<scp>BECOS</scp> electronic commerce system, buyer agents, seller agents, and directory agents liaise with one another in e-commerce activities. Only when agents have a common ontology of product descriptions (also called product schemas) are they able to interact seamlessly in e-commerce activities. This gives rise to the Product Schema Integration problem (PSI); the problem of integrating heterogeneous schemas of a certain product into one globally compatible schema. In this paper, we adopt an integration approach based on product attribute synonyms. We give a formal definition of the problem and show that it is NP-complete. We contrast our approach of study to conventional schema integration in federated databases. We also propose a set of approximate algorithms for PSI and evaluate their performance.</p>
INDEX TERMS
Electronic commerce, product description, relational schema, schema integration
CITATION
G. Yan, W.K. Ng, E.-P. Lim, "Product Schema Integration for Electronic Commerce-A Synonym Comparison Approach", IEEE Transactions on Knowledge & Data Engineering, vol.14, no. 3, pp. 583-598, May/June 2002, doi:10.1109/TKDE.2002.1000344
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