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Semantic Information Integration for Stream Reasoning
Linköping University, Department of Computer and Information Science, KPLAB - Knowledge Processing Lab. Linköping University, The Institute of Technology.
Linköping University, Department of Computer and Information Science, Database and information techniques. Linköping University, The Institute of Technology.
2012 (English)In: Proceedings of the 15th International Conference on Information Fusion (FUSION), Linköping: Linköping University Electronic Press, 2012Conference paper, Oral presentation only (Other academic)
Abstract [en]

The main contribution of this paper is a practicalsemantic information integration approach for stream reasoningbased on semantic matching. This is an important functionality for situation awareness applications where temporal reasoning over streams from distributed sources is needed. The integration is achieved by creating a common ontology, specifying the semantic content of streams relative to the ontology and then use semantic matching to find relevant streams. By using semantic mappings between ontologies it is also possible to do semantic matching over multiple ontologies. The complete stream reasoning approach is integrated in the Robot Operating System(ROS) and used in collaborative unmanned aircraft systems missions.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2012.
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:liu:diva-79271OAI: oai:DiVA.org:liu-79271DiVA, id: diva2:539926
Conference
15th International Conference on Information Fusion, 9-12 July, Singapore
Projects
CENIITCUASCADICSAvailable from: 2012-07-11 Created: 2012-07-05 Last updated: 2018-01-12Bibliographically approved

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fulltext(357 kB)605 downloads
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Heintz, FredrikDragisic, Zlatan

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf