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Knowledge-Driven Harmonization of Sensor Observations: Exploiting Linked Open Data for IoT Data Streams

Knowledge-Driven Harmonization of Sensor Observations: Exploiting Linked Open Data for IoT Data Streams

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The rise of the Internet of Things leads to an unprecedented number of continuous sensor observations that are available as IoT data streams. Harmonization of such observations is a labor-intensive task due to heterogeneity in format, syntax, and semantics. We aim to reduce the effort for such harmonization tasks by employing a knowledge-driven approach. To this end, we pursue the idea of exploiting the large body of formalized public knowledge represented as statements in Linked Open Data.

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Keywords

  • corporate knowledge graph
  • data stream processing
  • Datenstromverarbeitung
  • Economics
  • Economics, finance, business & management
  • Internet der Dinge
  • Internet of Things
  • Linked Open Data
  • sensor data harmonization
  • Sensordatenharmonisierung
  • Wissensgraph

Links

DOI: 10.5445/KSP/1000128146

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