Mental Representation and Processing of Geographic Knowledge: A Computational Approach

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In cognitive science, mental representations of spatial knowledge are metaphorically referred to as cognitive maps. However, investigations in cognitive psychology reveal that the cognitive map metaphor is inadequate and that more suitable conceptions of human spatial knowledge processing are needed.
This book addresses mental processing of knowledge about geographic space from an AI point of view by presenting an experimental computational modeling approach. Results about human memory and visual mental imagery from cognitive psychology are combined with AI techniques of spatial and diagrammatic knowledge processing. The author develops the diagrammatic reasoning architecture MIRAGE as a comprehensive conception of human geographic knowledge processing.

Author(s): Thomas Barkowsky (eds.)
Series: Lecture Notes in Computer Science 2541 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002

Language: English
Pages: 178
Tags: Artificial Intelligence (incl. Robotics); Computer Applications in Geosciences; Computer Science, general; Database Management; Geographical Information Systems/Cartography; Business Information Systems

Introduction....Pages 1-20
State of the Art....Pages 21-64
MIRAGE - Developing the Model....Pages 65-93
Visual Mental Image Construction in Detail....Pages 95-116
MIRAGE Implementation....Pages 117-138
Conclusion and Outlook....Pages 139-156