Omelayenko, Borys Integrating vocabularies: Discovering and representing vocabulary maps. (English) Zbl 1048.68867 Horrocks, Ian (ed.) et al., The semantic Web - ISWC 2002. 1st international conference, Sardinia, Italy, June 9–12, 2002. Proceedings. Berlin: Springer (ISBN 3-540-43760-6). Lect. Notes Comput. Sci. 2342, 206-220 (2002). Summary: The Semantic Web would enable new ways of doing business on the Web that require development of advanced business document integration technologies performing intelligent document transformation. The documents use different vocabularies that consist of large hierarchies of terms. Accordingly, vocabulary mapping and transformation becomes an important task in the whole business document transformation process. It includes several subtasks: map discovery, map representation, and map execution that must be seamlessly integrated into the document integration process. In this paper we discuss the process of discovering the maps between two vocabularies assuming availability of two sets of documents, each using one of the vocabularies. We take the vocabularies of product classification codes as a playground and propose a reusable map discovery technique based on Bayesian text classification approach. We show how the discovered maps can be integrated into the document transformation process.For the entire collection see [Zbl 0992.68520]. MSC: 68U99 Computing methodologies and applications 68M10 Network design and communication in computer systems 68T30 Knowledge representation Software:OilEd; OntoEdit PDFBibTeX XMLCite \textit{B. Omelayenko}, Lect. Notes Comput. Sci. 2342, 206--220 (2002; Zbl 1048.68867) Full Text: Link