Semantic Modeling in Farming Systems Research - The Case of the Agricultural Management Definition Module

  • Ioannis N. Athanasiadis
  • Sander Janssen
  • David Huber
  • Andrea Emilio Rizzoli
  • Martin van Ittersum
Part of the Environmental Science and Engineering book series (ESE)

Abstract

Farming Systems Research studies agricultural systems and their interaction with the natural environment and ecosystems. Agroecosystems are highly complex due to the many feedbacks between natural processes, high geographical diversity and human factors involved both as the farmer’s decisions at farm household level and as the policy implementations at regional, national or European levels. This paper presents a novel approach for developing an Agricultural Management Definition Module (AMDM), by exploiting ontologies and semantic modeling. Specifically, a declarative approach has been utilized for conceptualizing farming systems and the management alternatives of a farm household. This conceptual model has been implemented as an ontology that ultimately has been used as the basis for software development and integration. This paper presents in detail the methodology used for developing AMDM and a real-world installation, part of the SEAMLESS integrated project.

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References

  1. Athanasiadis IN, Rizzoli AE, Donatelli M, Carlini L (2006) Enriching software model interfaces using ontology-based tools. In: 3rd Biennial meeting of the International Environmental Modelling and Software Society’, iEMSsGoogle Scholar
  2. Bizer C (2003) D2R MAP-A Database to RDF Mapping Language. In: Proceedings of the Twelfth International World Wide Web Conference (WWW2003), Budapest, HungaryGoogle Scholar
  3. Dogliotti S, Rossing WAH, van Ittersum MK (2003) ROTAT, a tool for systematically generating crop rotations. In: European Journal of Agronomy, vol 19, pp 239–250CrossRefGoogle Scholar
  4. Ewert F, van Ittersum M, Bezlepkina I, Oude Lansink A, Brouwer F, Andersen E, Flichman G, Heckelei T, Olsson J, Olsson L, Rizzoli A, van der Wal T, Wery J (2005) Development of a conceptual framework for integrated analysis and assessment of agricultural systems in SEAMLESS-IF. In: Technical report, SEAMLESS-IP, http://www.seamless-ip.org/Reports/Report_01_PD1.2.1.pdfGoogle Scholar
  5. Gruber TR (1993) A Translation Approach to Portable Ontology Specifications. In: Knowledge Acquisition, vol 5, edn 2, pp 199–220CrossRefGoogle Scholar
  6. Horridge M, Knublauch H, Rector A, Stevens R, Wroe C A (2004) Practical Guide To Building OWL Ontologies Using The Protégé-OWL Plugin and CO-ODE Tools. Online Tutorial, The University Of Manchester and Stanford University. http://protege.stanford.edu/plugins/owl/, access: 2007-02-14Google Scholar
  7. McGuinness D, van Harmelen F (2004) OWL Web Ontology Language Overview. In: Technical report, WWW Consortium. http://www.w3.org/TR/owlfeatures/, access: 2007-02-14Google Scholar
  8. Kropff MJ, Bouma J, Jones JW (2001) Systems approaches for the design of sustainable agro-ecosystems. In: Agricultural Systems, vol 70, edn 2–3, pp 369–393CrossRefGoogle Scholar
  9. Rizzoli A, Donatelli M, Athanasiadis I, Villa F, Muetzelfeldt R, Huber D (2005) Semantic links in integrated modelling frameworks. In: Zerger A, Argent RM (eds) 16th International Congress on Modelling and Simulation (MODSIM 2005), MSSANZ, pp 704–710Google Scholar
  10. Ten Berge HFM, van Ittersum MK, Rossing WAH, van de Ven GWJ, Schans J (2000) Farming Options for the Netherlands explored by multi objective modelling. In: European Journal of Agronomy, vol 13, pp 263–277CrossRefGoogle Scholar
  11. van Ittersum MK, Donatelli M (eds) (2003) Modelling Cropping Systems: Science, Software and Applications. In: Special Issue of European Journal of Agronomy, vol 18, edn 3–4Google Scholar
  12. van Ittersum MK, Rabbinge (1997) Concepts in production ecology for analysis and quantification of agricultural input-output combinations. In: Field Crops Research, vol 52, pp 197–208CrossRefGoogle Scholar
  13. Warren P (2006) Knowledge Management and the Semantic Web: From Scenario to Technology. In: IEEE Intelligent Systems, vol 21, edn 1, pp 53–59CrossRefGoogle Scholar
  14. Willmott S, Dale J, Charlton P (2002) Agent Communication Semantics for Open Environments. In: Technical report f-in-00066, FIPAGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Ioannis N. Athanasiadis
    • 1
  • Sander Janssen
    • 2
  • David Huber
    • 3
  • Andrea Emilio Rizzoli
    • 1
  • Martin van Ittersum
    • 2
  1. 1.Dalle Molle Institute for Artificial Intelligence (IDSIA)USI/SUPSIManno, LuganoSwitzerland
  2. 2.Plant Production SystemsWageningen UniversityWageningenThe Netherlands
  3. 3.AntOptima SALuganoSwitzerland

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