Abstract
People intuitively understand that function and purpose are critical parts of what human-configured entities are about, but these notions have proved difficult to capture formally. Even though most geographical landscapes bear traces of human purposes, visibly expressed in the spatial configurations meant to serve these purposes, the capability of GIS to represent means-ends relationships and to support associated reasoning and queries is currently quite limited. This is because spatial thinking as examined and codified in geographic information science is overwhelmingly of the descriptive, analytic kind that underlies traditional science, where notions of means and ends play a negligible role. This paper argues for the need to expand the reach of formalized spatial thinking to also encompass the normative, synthetic kinds of reasoning characterizing planning, engineering and the design sciences in general. Key elements in a more comprehensive approach to spatial thinking would be the inclusion of abductive modes of inference along with the deductive and inductive ones, and the development of an expanded geographic ontology that integrates analysis and synthesis, form and function, landscape and purpose, description and design.
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References
Halsted, B.D.: Barn Plans and Outbuildings. Orange Judd, New York (1881)
Simon, H.A.: The Sciences of the Artificial. The MIT Press, Cambridge (1969)
Norman, D.A.,: The Psychology of Everyday Things. Basic Books, New York (1988)
March, L.: The Logic of Design. In: Cross, N. (ed.) Developments in Design Methodology, pp. 265–276. John Wiley & Sons, Chichester (1984)
March, L.: The Logic of Design and the Question of Value. In: March, L. (ed.) The Architecture of Form, pp. 1–40. Cambridge University Press, Cambridge (1976)
Cross, N.: Developments in Design Methodology. John Wiley & Sons, Chichester (1984)
Tomiyama, T., Takeda, H., Yoshioka, M., Shimomura, Y.: Abduction for Creative Design. AAAI Technical Report SS-03-02 (2003)
Cohen, P.R., Feigenbaum, E.A.: The Handbook of Artificial Intelligence. William Kaufmann, Inc, Los Altos (1982)
DEON 2008, http://deon2008.uni.lu/cfp.html
Aerts, J.: Spatial Optimization Techniques and Decision Support Systems. PhD Dissertation, University of Amsterdam (2002)
Kuhn, W.: Semantic Reference Systems. International Journal of Geographical Information Science 17(5), 405–409 (2003)
Fisher, P., Comber, A., Wadsworth, R.: Land Use and Land Cover: Contradiction or Complement. In: Fisher, P., Unwin, D. (eds.) Re-Presenting GIS, pp. 85–98. Wiley, Chichester (2005)
Ahlqvist, O., Wästfelt, A.: Reconciling Human and Machine Based Epistemologies for Automated Land Use Detection. In: Abstract. Conference on Geographic Information Science 2008, Park City, Utah (2008)
Chaigneau, S.E., Castillo, R.D., Martinez, L.: Creator’s Intentions Bias Judgments of Function Independently of Causal Inferences. Cognition 109, 123–132 (2008)
Bibby, P., Shepherd, J.: GIS, Land Use, and Representation. Environment and Planning B: Planning and Design 27(4), 583–598 (2000)
Houser, N., Kloesel, C. (eds.): The Essential Peirce: Selected Philosophical Writings, vol. 1(1867-1893). University of Indiana Press, Indianapolis (2009)
Worboys, M., Duckham, M.: GIS: a Computing Perspective. CRC Press, Boca Raton (2004)
Bylander, T., Allemang, D., Tanner, M.C., Josephson, J.R.: The Computational Complexity of Abduction. In: Brachman, R.J., Levesque, H.J., Reiter, R. (eds.) Knowledge representation, pp. 25–60. MIT Press, Cambridge (1991)
Howarth, J.T.: Landscape and Purpose: Modeling the Functional and Spatial Organization of the Land. PhD Dissertation, Department of Geography, University of California, Santa Barbara, USA (2008)
Velleman, J.D.: The Guise of the Good. Noûs 26(1), 3–26 (1992)
Lynch, K.: Good City Form. The MIT Press, Cambridge (1981)
Fonseca, F., Egenhofer, M., Agouris, P., Câmara, G.: Using Ontologies for Integrated Geographic Information Systems. Transactions in GIS 6(3), 321–357 (2002)
Boella, G., van der Torre, L., Verhagen, H.: Roles, an Interdisciplinary Perspective. Applied Ontology 2, 81–88 (2007)
Reitsma, R.: Functional Classification of Space: Aspects of Site Suitability Assessment in a Decision Support Environment. IIASA Research ReportRR-90-2, Laxenburg (1990)
Couclelis, H.: Ontology, Epistemology, Teleology: Triangulating Geographic Information Science. In: Navratil, G. (ed.) Research Trends in Geographic Information Science, Springer, Berlin (in press)
Searle, J.R.: Intentionality: an Essay in the Philosophy of Mind. Cambridge University Press, Cambridge (1983)
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Couclelis, H. (2009). The Abduction of Geographic Information Science: Transporting Spatial Reasoning to the Realm of Purpose and Design. In: Hornsby, K.S., Claramunt, C., Denis, M., Ligozat, G. (eds) Spatial Information Theory. COSIT 2009. Lecture Notes in Computer Science, vol 5756. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03832-7_21
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