Vagueness and Rough Location

  • Authors:

  • Thomas Bittner;John G. Stell

  • Affiliations:

  • Department of Computer Science, Northwestern University, USA bittner@cs.nwu.edu;School of Computing, University of Leeds, Leeds LS2 9JT, UK jgs@comp.leeds.ac.uk

  • Venue:
  • Geoinformatica
  • Year:
  • 2002

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Abstract

This paper deals with the representation and the processing of information about spatial objects with indeterminate location like valleys or dunes (objects subject to vagueness). The indeterminacy of the location of spatial objects is caused by the vagueness of the unity condition provided by the underlying human concepts valley and dune. We propose the notion of rough, i.e., approximate, location for representing and processing information about indeterminate location of objects subject to vagueness. We provide an analysis of the relationships between vagueness of concepts, indeterminacy of location of objects, and rough approximations using methods of formal ontology. In the second part of the paper we propose an algebraic formalization of rough location, and hence, a formal method for the representation of objects subject to vagueness on a computer. We further define operations on those representations, which can be interpreted as union and intersection operations between those objects. The discussion of vagueness of concepts, indeterminacy of location, rough location and the relationships between these notions contributes to the theory about the ontology of geographic space. The formalization presented can provide the foundation for the implementation of vague objects and their location indeterminacy in GIS.