A Semantic Portal for Next Generation Monitoring Systems View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2011

AUTHORS

Ping Wang , Jin Guang Zheng , Linyun Fu , Evan W. Patton , Timothy Lebo , Li Ding , Qing Liu , Joanne S. Luciano , Deborah L. McGuinness

ABSTRACT

We present a semantic technology-based approach to emerging monitoring systems based on our linked data approach in the Tetherless World Constellation Semantic Ecology and Environment Portal (SemantEco). Our integration scheme uses an upper level monitoring ontology and mid-level monitoring-relevant domain ontologies. The initial domain ontologies focus on water and air quality. We then integrate domain data from different authoritative sources and multiple regulation ontologies (capturing federal as well as state guidelines) to enable pollution detection and monitoring. An OWL-based reasoning scheme identifies pollution events relative to user chosen regulations. Our approach captures and leverages provenance to enable transparency. In addition, SemantEco features provenance-based facet generation, query answering, and validation over the integrated data via SPARQL. We introduce the general SemantEco approach, describe the implementation which has been built out substantially in the water domain creating the SemantAqua portal, and highlight some of the potential impacts for the future of semantically-enabled monitoring systems. More... »

PAGES

253-268

References to SciGraph publications

  • 2006-12. A Knowledge-Based Approach to Environmental Biomonitoring in ENVIRONMENTAL MONITORING AND ASSESSMENT
  • 2011. Linking Australian Government Data for Sustainability Science - A Case Study in LINKING GOVERNMENT DATA
  • 2004. Semantically Linking and Browsing Provenance Logs for E-science in SEMANTICS OF A NETWORKED WORLD. SEMANTICS FOR GRID DATABASES
  • Book

    TITLE

    The Semantic Web – ISWC 2011

    ISBN

    978-3-642-25092-7
    978-3-642-25093-4

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-642-25093-4_17

    DOI

    http://dx.doi.org/10.1007/978-3-642-25093-4_17

    DIMENSIONS

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