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Web-enabled spatial decision analysis using Ordered Weighted Averaging (OWA)

Author

Listed:
  • Claus Rinner

    (Institute for Geoinformatics (IfGI), University of Münster, Robert-Koch-Str. 26-28, 48149 Münster, Germany (e-mail: rinner@ifgi.uni-muenster.de))

  • Jacek Malczewski

    (Department of Geography, University of Western Ontario, London, Ontario N6A 5C2, Canada (e-mail: jmalczew@uwo.ca))

Abstract

. This paper presents a spatial decision support tool that implements the Ordered Weighted Averaging (OWA) method. OWA is a family of multicriteria evaluation operators characterised by two sets of weights: criterion importance weights and order weights. We propose a highly interactive way of choosing, modifying, and fine-tuning the decision strategy defined by the order weights. This exploratory approach to OWA is supported by a graphical representation of the operator's behaviour in terms of decision risk and tradeoff/dispersion between criteria. Our prototype implementation is based on the CommonGIS software, and thus, Web-enabled and working with vector data. We successfully demonstrate online, exploratory support of spatial decision strategies using a data set of skiing resorts in Wallis, Switzerland.

Suggested Citation

  • Claus Rinner & Jacek Malczewski, 2002. "Web-enabled spatial decision analysis using Ordered Weighted Averaging (OWA)," Journal of Geographical Systems, Springer, vol. 4(4), pages 385-403, December.
    • Handle: RePEc:kap:jgeosy:v:4:y:2002:i:4:d:10.1007_s101090300095
    DOI: 10.1007/s101090300095
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    Cited by:

    1. Arthur Lehner & Christoph Erlacher & Matthias Schlögl & Jacob Wegerer & Thomas Blaschke & Klaus Steinnocher, 2018. "Can ISO-Defined Urban Sustainability Indicators Be Derived from Remote Sensing: An Expert Weighting Approach," Sustainability, MDPI, vol. 10(4), pages 1-31, April.
    2. Miller, Harvey J. & Witlox, Frank & Tribby, Calvin P., 2013. "Developing context-sensitive livability indicators for transportation planning: a measurement framework," Journal of Transport Geography, Elsevier, vol. 26(C), pages 51-64.
    3. Karim Solaimani & Fatemeh Shokrian & Shadman Darvishi, 2023. "An Assessment of the Integrated Multi-Criteria and New Models Efficiency in Watershed Flood Mapping," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(1), pages 403-425, January.
    4. Arika Ligmann-Zielinska & Daniel B Kramer & Kendra Spence Cheruvelil & Patricia A Soranno, 2014. "Using Uncertainty and Sensitivity Analyses in Socioecological Agent-Based Models to Improve Their Analytical Performance and Policy Relevance," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-13, October.
    5. Georgia Kandilioti & Christos Makropoulos, 2012. "Preliminary flood risk assessment: the case of Athens," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 61(2), pages 441-468, March.
    6. Elia A Machado & Samuel Ratick, 2018. "Implications of indicator aggregation methods for global change vulnerability reduction efforts," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(7), pages 1109-1141, October.
    7. Zhong, Tao & Young, Rhonda, 2010. "Multiple Choice Knapsack Problem: Example of planning choice in transportation," Evaluation and Program Planning, Elsevier, vol. 33(2), pages 128-137, May.
    8. Zhu, Bin & Xu, Zeshui & Zhang, Ren & Hong, Mei, 2016. "Hesitant analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 250(2), pages 602-614.
    9. Hassan Faramarzi & Seyd Mohsen Hosseini & Hamid Reza Pourghasemi & Mahdi Farnaghi, 2021. "Forest fire spatial modelling using ordered weighted averaging multi-criteria evaluation," Journal of Forest Science, Czech Academy of Agricultural Sciences, vol. 67(2), pages 87-100.
    10. Klimberg, Ronald & Ratick, Samuel, 2023. "Benchmarking nursing homes using the Order Rated Effectiveness model," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    11. Shorabeh, Saman Nadizadeh & Firozjaei, Mohammad Karimi & Nematollahi, Omid & Firozjaei, Hamzeh Karimi & Jelokhani-Niaraki, Mohammadreza, 2019. "A risk-based multi-criteria spatial decision analysis for solar power plant site selection in different climates: A case study in Iran," Renewable Energy, Elsevier, vol. 143(C), pages 958-973.

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