IR and OLAP in XML document warehouses

  • Authors:
  • Juan M. Pérez;Torben Bach Pedersen;Rafael Berlanga;María J. Aramburu

  • Affiliations:
  • Department of Computer Science, Universitat Jaume I Castellón, Spain;Department of Computer Science, Aalborg University, Denmark;Department of Computer Science, Universitat Jaume I Castellón, Spain;Department of Computer Science, Universitat Jaume I Castellón, Spain

  • Venue:
  • ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
  • Year:
  • 2005

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Abstract

In this paper we propose to combine IR and OLAP (On-Line Analytical Processing) technologies to exploit a warehouse of text-rich XML documents. In the system we plan to develop, a multidimensional implementation of a relevance modeling document model will be used for interactively querying the warehouse by allowing navigation in the structure of documents and in a concept hierarchy of query terms. The facts described in the relevant documents will be ranked and analyzed in a novel OLAP cube model able to represent and manage facts with relevance indexes.