Ontology-Based Interpretation of Keywords for Semantic Search

Autor:	Tran, Duc Thanh, Cimiano, Philipp, Rudolph, Sebastian, Studer, Rudi, Aberer, Karl, Choi, Key-Sun, Fridman Noy, Natasha, Allemang, Dean, Lee, Kyung-Il, Nixon, Lyndon J. B., Golbeck, Jennifer, Mika, Peter, Maynard, Diana, Mizoguchi, Riichiro, Schreiber, Guus, Cudré-Mauroux, Philippe
Rok vydání:	2007
Předmět:	Information retrieval Concept search Web search query Computer science business.industry InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL Semantic search Information needs Ontology (information science) Query language Query expansion Web query classification Ontology Conjunctive query business
Zdroj:	The Semantic Web ISBN: 9783540762973 ISWC/ASWC
DOI:	10.1007/978-3-540-76298-0_38
Popis:	Current information retrieval (IR) approaches do not formally capture the explicit meaning of a keyword query but provide a comfortable way for the user to specify information needs on the basis of keywords. Ontology-based approaches allow for sophisticated semantic search but impose a query syntax more difficult to handle. In this paper, we present an approach for translating keyword queries to DL conjunctive queries using background knowledge available in ontologies. We present an implementation which shows that this interpretation of keywords can then be used for both exploration of asserted knowledge and for a semantics-based declarative query answering process. We also present an evaluation of our system and a discussion of the limitations of the approach with respect to our underlying assumptions which directly points to issues for future work.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::92b5ef8c7d845db9b7034a0940f4d5dc https://doi.org/10.1007/978-3-540-76298-0_38 Zobrazit plný text záznamu