Either approach requires a significant amount of effort and data — whether from explicit human judgments, implicit behavioral judgments, or curated knowledge — to establish a mapping. Just having a taxonomy or ontology as a knowledge base doesn’t tell us how to apply it to queries.
Taxonomies and Ontologies
Daniel Tunkelang

Could you provide some links to papers which deal with converting a query into a set of ontological constraints?

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