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dc.contributor.authorCochez, Michael
dc.contributor.editorŚlęzak, Dominik
dc.contributor.editorDunin-Kęplicz, Barbara
dc.contributor.editorLewis, Mike
dc.contributor.editorTerano, Takao
dc.date.accessioned2015-05-08T07:12:32Z
dc.date.available2015-05-08T07:12:32Z
dc.date.issued2014
dc.identifier.citationCochez, M. (2014). Locality-sensitive hashing for massive string-based ontology matching. In D. Ślęzak, B. Dunin-Kęplicz, M. Lewis, & T. Terano (Eds.), <i>2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)</i> (pp. 134-140). IEEE. <a href="https://doi.org/10.1109/WI-IAT.2014.26" target="_blank">https://doi.org/10.1109/WI-IAT.2014.26</a>
dc.identifier.isbn978-1-4799-4143-8
dc.identifier.otherCONVID_23938005
dc.identifier.otherTUTKAID_63402
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/45811
dc.description.abstractThis paper reports initial research results related to the use of locality-sensitive hashing (LSH) for string-based matching of big ontologies. Two ways of transforming the matching problem into a LSH problem are proposed and experimental results are reported. The performed experiments show that using LSH for ontology matching could lead to a very fast matching process. The quality of the alignment achieved in these experiments is comparable to state-of-the-art matchers, but much faster. Further research is needed to find out whether the use of different metrics or specific hardware would improve the results.
dc.language.isoeng
dc.publisherIEEE
dc.relation.ispartof2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)
dc.relation.urihttp://ieeexplore.ieee.org/Xplore/home.jsp
dc.subject.otherlocality-sensitive hashing
dc.subject.otherstring-based ontology matching
dc.titleLocality-sensitive hashing for massive string-based ontology matching
dc.typeconferenceObject
dc.identifier.urnURN:NBN:fi:jyu-201411043162
dc.contributor.laitosTietotekniikan laitosfi
dc.contributor.laitosDepartment of Mathematical Information Technologyen
dc.contributor.oppiaineTietotekniikkafi
dc.contributor.oppiaineMathematical Information Technologyen
dc.type.urihttp://purl.org/eprint/type/ConferencePaper
dc.date.updated2014-11-04T04:30:03Z
dc.relation.isbn978-1-4799-4143-8
dc.type.coarconference paper
dc.description.reviewstatuspeerReviewed
dc.format.pagerange134-140
dc.type.versionacceptedVersion
dc.rights.copyright© 2014 IEEE. This is an author's post-print version of an article whose final and definitive form has been published in the conference proceeding by IEEE. Published in this repository with the kind permission of the publisher.
dc.rights.accesslevelopenAccessfi
dc.relation.conferenceIEEE/wic/ACM international joint conference on web intelligence and intelligent agent technology
dc.relation.doi10.1109/WI-IAT.2014.26


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