Relaxing rdf queries based on user and domain preferences

Peter Dolog, Heiner Stueckenschmidt, Holger Wache, Joerg Diedrich

Research output: Contribution to journalJournal articleResearchpeer-review

29 Citations (Scopus)

Abstract

Research in cooperative query answering is triggered by the observation that users are often not able to correctly formulate queries to databases such that they return the intended result. Due to lacking knowledge about the contents and the structure of a database, users will often only be able to provide very broad queries. Existing methods for automatically refining such queries based on user profiles often overshoot the target resulting in queries that do not return any answer. In this article, we investigate methods for automatically relaxing such over-constrained queries based on domain knowledge and user preferences. We describe a framework for information access that combines query refinement and relaxation in order to provide robust, personalized access to heterogeneous resource description framework data as well as an implementation in terms of rewriting rules and explain its application in the context of e-learning systems.
Original languageEnglish
JournalJournal of Intelligent Information Systems
Volume33
Issue number3
Pages (from-to)239-260
Number of pages22
ISSN0925-9902
DOIs
Publication statusPublished - 2009

Keywords

  • Query relaxation
  • User modeling
  • Preferences
  • ECA rules

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