Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.804
We consider the problem of constructing special knowledge-base to integrate a large number of interface schemas over the Deep Web. The scale of the problem and the diversity of the sources present serious challenges to the conventional manual or statistics-based approaches to schema integration. Domain knowledge-base construction plays an important role to it. The paper discusses knowledge representation, knowledge storage and its construction for three real-world domains based on database schemas, web query interfaces and traditional methods of Knowledge construction. The architecture is a semantic network constituted by many kinds of knowledge units. Applications of the Deep Web query interface mapping and intelligent user query intension recognition based on our domain knowledge-base are also introduced briefly. Extensive experiments are conducted and results show that our approach is effective. The research provides a basic resource construction technique for semantic web information processing. It is valuable to large scale applications of intelligent Deep Web integration and information retrieval.
Knowledge-base, Deep Web, Web Information Processing
X. Fan and W. Guo, "Research on Knowledge-Base and Its Constructing for the Deep Web Information Processing," 2009 WRI World Congress on Computer Science and Information Engineering, CSIE(CSIE), Los Angeles, CA, 2009, pp. 190-194.