ENGLISH

Mental Representation and Processing of Geographic Knowledge: A Computational Approach

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2002
ISBN
3540002162, 9783540002161
DOI
10.1007/3-540-36194-4
Open Library ID
OL9053695M
Language
english
Format
PDF
Filesize
10 MB (10861380 bytes)
Series
Lecture Notes in Computer Science 2541 : Lecture Notes in Artificial Intelligence
Edition
1
Pages
178\188
Library
Kolxo3
Time added
2010-11-11 16:01:50

Description

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.

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