Types of Property Pairs and Alignment on Linked Datasets - A Preliminary Analysis

Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth

Research output: Contribution to journalConference articlepeer-review

Abstract

Dataset publication on the Web has been greatly influenced by the Linked Open Data (LOD) project. Many interlinked datasets have become freely available on the Web creating a structured and distributed knowledge representation. Analysis and aligning of concepts and instances in these interconnected datasets have received a lot of attention in the recent past compared to properties. We identify three different categories of property pairs found in the alignment process and study their relative distribution among well known LOD datasets. We also provide comparative analysis of state-of-the-art techniques with regard to different categories, highlighting their capabilities. This could lead to more realistic and useful alignment of properties in LOD and similar datasets.

Original languageEnglish
Pages (from-to)35-39
Number of pages5
JournalCEUR Workshop Proceedings
Volume1026
StatePublished - 2013
EventInternational Conference on Semantic Systems Posters and Demonstrations Track, ISEM-PD 2013 - Co-located with 9th International Conference on Semantic Systems, ISEMANTICS 2013 - Graz, Austria
Duration: Sep 4 2013Sep 6 2013

ASJC Scopus Subject Areas

  • General Computer Science

Keywords

  • Linked data
  • Property alignment
  • Property pair analysis

Disciplines

  • Bioinformatics
  • Communication
  • Communication Technology and New Media
  • Computer Sciences
  • Databases and Information Systems
  • Life Sciences
  • OS and Networks
  • Physical Sciences and Mathematics
  • Science and Technology Studies
  • Social and Behavioral Sciences

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