A distributed case-based query rewriting

  • Authors:
  • Maurizio Panti;Luca Spalazzi;Loris Penserini

  • Affiliations:
  • Istituto di Informatica, University of Ancona, Ancona, Italy;Istituto di Informatica, University of Ancona, Ancona, Italy;Istituto di Informatica, University of Ancona, Ancona, Italy

  • Venue:
  • IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
  • Year:
  • 2001

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Abstract

In literature, the mediator architecture has been proposed for taking information from distributed, heterogeneous, and often dynamic sources and making them work together as a whole. In this paper we propose a distributed case-based approach for the main problem of a mediator, i.e. rewriting queries according to mediator's schema. According to this approach we use a case memory as mediator's schema. Therefore, such a schema is not static (as in other systems) but is dynamically updated through the cooperation with information sources and other mediators, strongly influenced by the queries submitted by a consumer. From the analysis of different cooperation strategies arises that it is more efficient and effective for a mediator to directly cooperate with information sources, when the sources are few. Otherwise, it is more efficient to cooperate with other mediators.