Semantic integration in geosciences

Zaki Malik, Abdelmounaam Rezgui, Brahim Medjahed, Mourad Ouzzani, A. Krishna Sinha

Research output: Contribution to journalArticle

10 Citations (Scopus)

Abstract

We present an approach for the semantic integration of geoscience data, and a system implementing this approach. Specifically, we demonstrate the use of data ontologies and application of markup languages for semantic integration of data and services. We introduce a domain level object ontology, called Earth and Planetary ONTology (EPONT) to explore, extract, and integrate information from heterogeneous geologic data sets. As proof of concept, we define the DIA engine, an extensible infrastructure for the Discovery, Integration, and Analysis of geoscience data, tools, and services. DIA provides a collaborative environment where scientists can share their resources (e.g., geochemical data, filtering services, etc.) by registering them through well-defined ontologies. We envision the DIA infrastructure to also use other classes of ontologies, namely process and service, for knowledge creation.

Original languageEnglish
Pages (from-to)301-330
Number of pages30
JournalInternational Journal of Semantic Computing
Volume4
Issue number3
DOIs
Publication statusPublished - 1 Sep 2010

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Keywords

  • Geoinformatics
  • markup
  • ontology
  • semantic integration

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Linguistics and Language
  • Computer Science Applications
  • Computer Networks and Communications
  • Artificial Intelligence

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