AAAI Publications, Twenty-Second International Joint Conference on Artificial Intelligence

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An Assertion Retrieval Algebra for Object Queries over Knowledge Bases
Jeffrey Pound, David Toman, Grant Weddell, Jiewen Wu

Last modified: 2011-06-28

Abstract


We consider a generalization of instance retrieval over knowledge bases that provides users with assertions in which descriptions of qualifying objects are given in addition to their identifiers. Notably, this involves a transfer of basic database paradigms involving caching and query rewriting in the context of an assertion retrieval algebra. We present an optimization framework for this algebra, with a focus on finding plans that avoid any need for general knowledge base reasoning at query execution time when sufficient cached results of earlier requests exist.

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