Mining rules to align knowledge bases

Luis A. Galárraga, Nicoleta Preda, Fabian M. Suchanek

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The Semantic Web has made huge progress in the last decade, and now comprises hundreds of knowledge bases (KBs). The Linked Open Data cloud connects the KBs in this Web of data. However, the links between the KBs are mostly concerned with the instances, not with the schema. Aligning the schemas is not easy, because the KBs may differ not just in their names for relations and classes, but also in their inherent structure. Therefore, we argue in this paper that advanced schema alignment is needed to tie the Semantic Web together. We put forward a particularly simple approach to illustrate how that might look.

Original languageEnglish
Title of host publicationAKBC 2013 - Proceedings of the 2013 Workshop on Automated Knowledge Base Construction, Co-located with CIKM 2013
Pages43-47
Number of pages5
DOIs
Publication statusPublished - 28 Nov 2013
Externally publishedYes
Event2013 Workshop on Automated Knowledge Base Construction, AKBC 2013 - Co-located with CIKM 2013 - San Francisco, CA, United States
Duration: 27 Oct 201328 Oct 2013

Publication series

NameAKBC 2013 - Proceedings of the 2013 Workshop on Automated Knowledge Base Construction, Co-located with CIKM 2013

Conference

Conference2013 Workshop on Automated Knowledge Base Construction, AKBC 2013 - Co-located with CIKM 2013
Country/TerritoryUnited States
CitySan Francisco, CA
Period27/10/1328/10/13

Keywords

  • linked data
  • ontology alignment
  • rule mining

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