University of Jyväskylä | JYX Digital Repository

  • English  | Give feedback |
    • suomi
    • English
 
  • Login
JavaScript is disabled for your browser. Some features of this site may not work without it.
View Item 
  • JYX
  • Artikkelit
  • Informaatioteknologian tiedekunta
  • View Item
JYX > Artikkelit > Informaatioteknologian tiedekunta > View Item

Locality-sensitive hashing for massive string-based ontology matching

ThumbnailFinal Draft
View/Open
456.5Kb

Downloads:  
Show download detailsHide download details  
Cochez, M. (2014). Locality-sensitive hashing for massive string-based ontology matching. In D. Ślęzak, B. Dunin-Kęplicz, M. Lewis, & T. Terano (Eds.), 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) (pp. 134-140). IEEE. doi:10.1109/WI-IAT.2014.26 Retrieved from http://users.jyu.fi/~miselico/papers/LSH_ontology_matching.pdf
Authors
Cochez, Michael
Date
2014
Discipline
Tietotekniikka
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.

 
This 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.
Publisher
IEEE
ISBN
978-1-4799-4143-8
Is part of publication
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)
Keywords
locality-sensitive hashing string-based ontology matching

Original source
http://ieeexplore.ieee.org/Xplore/home.jsp

DOI
10.1109/WI-IAT.2014.26
URI

http://urn.fi/URN:NBN:fi:jyu-201411043162

Metadata
Show full item record
Collections
  • Informaatioteknologian tiedekunta [1332]
  • Browse materials
  • Browse materials
  • Articles
  • Conferences and seminars
  • Electronic books
  • Historical maps
  • Journals
  • Tunes and musical notes
  • Photographs
  • Presentations and posters
  • Publication series
  • Research reports
  • Research data
  • Study materials
  • Theses

Browse

All of JYXCollection listBy Issue DateAuthorsSubjectsPublished inDepartmentDiscipline

My Account

Login

Statistics

View Usage Statistics
  • How to publish in JYX?
  • Self-archiving
  • Publish Your Thesis Online
  • Publishing Your Dissertation
  • Publication services

Open Science at the JYU
 
Data Protection Description

Accessibility Statement
Open Science Centre