Exploring multicriteria decision strategies in GIS with linguistic quantifiers: A case study of residential quality evaluation

被引：0

作者：

Malczewski J. ^{[1
]}

Rinner C. ^{[2
]}

机构：

[1] Department of Geography, University of Western Ontario, London

[2] Department of Geography, University of Toronto, Toronto, Ont. M5S 3G3

来源：

Journal of Geographical Systems | 2005年 / 7卷 / 2期

关键词：

Decision strategy; GIS; Linguistic quantifiers; Multicriteria decision analysis; Ordered weighted averaging (OWA); Residential quality evaluation;

D O I：

10.1007/s10109-005-0159-2

中图分类号：

学科分类号：

摘要：

Commonly used GIS combination operators such as Boolean conjunction/disjunction and weighted linear combination can be generalized to the ordered weighted averaging (OWA) family of operators. This multicriteria evaluation method allows decision-makers to define a decision strategy on a continuum between pessimistic and optimistic strategies. Recently, OWA has been introduced to GIS-based decision support systems. We propose to extend a previous implementation of OWA with linguistic quantifiers to simplify the definition of decision strategies and to facilitate an exploratory analysis of multiple criteria. The linguistic quantifier-guided OWA procedure is illustrated using a dataset for evaluating residential quality of neighborhoods in London, Ontario. © Springer-Verlag Berlin Heidelberg 2005.

引用

页码：249 / 268

页数：19

共 59 条

[1]

Andrienko G.L., Andrienko N.V., Interactive maps for visual data exploration, Int. J. Geogr. Inf. Syst., 13, 4, pp. 355-374, (1999)

[2]

Andrienko N., Andrienko G., Intelligent support for geographic data analysis and decision making in the Web, J. Geogr. Inf. Decis. An., 5, 2, pp. 115-128, (2001)

[3]

Andrienko N., Andrienko G., Informed spatial decisions through coordinated views, Inform. Vis., 2, 4, pp. 270-285, (2003)

[4]

Banai R., Fuzziness in geographic information systems: Contributions from the analytic hierarchy process, Int. J. Geogr. Inf. Syst., 7, 4, pp. 315-329, (1993)

[5]

Bayless M., Bayless S., Current quality of life indicators: Some theoretical and methodological concerns, Am. J. Econ. Sociol., 41, 4, pp. 421-437, (1982)

[6]

Bodily S.E., Modern Decision Making: A Guide to Modeling With Decision Support Systems, (1985)

[7]

Bradford N., Why cities matter: Policy research perspectives for Canada, (2002)

[8]

Can A., Residential quality assessment: Alternative approaches using GIS, Ann. Regional Sci., 23, 1, pp. 97-110, (1992)

[9]

Carver S.J., Integrating multi-criteria evaluation with geographical information systems, Int. J. Geogr. Inf. Syst., 5, 3, pp. 321-339, (1991)

[10]

Carver S.J., Developing Web-based GIS/MCE: Improving access to data and spatial decision support tools, Multicriteria Decision-making and Analysis: A Geographic Information Sciences Approach, pp. 49-76, (1999)

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