Preference-based decision making for cooperative knowledge-based systems
ACM Transactions on Information Systems (TOIS)
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The VLDB Journal — The International Journal on Very Large Data Bases
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Eliciting matters: controlling skyline sizes by incremental integration of user preferences
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Information Sciences: an International Journal
Semantics and pragmatics of preference queries in digital libraries
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
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We present here a formal foundation for an iterative and incremental approach to constructing and evaluating preference queries. Our main focus is on query modification: a query transformation approach which works by revising the preference relation in the query. We provide a detailed analysis of the cases where the order-theoretic properties of the preference relation are preserved by the revision. We consider a number of different revision operators: union, prioritized and Pareto composition. We also formulate algebraic laws that enable incremental evaluation of preference queries.