Mental Representation and Processing of Geographic Knowledge: A Computational Approach

✍ Scribed by Thomas Barkowsky (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002
Tongue: English
Leaves: 188
Series: Lecture Notes in Computer Science 2541 : Lecture Notes in Artificial Intelligence
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

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

✦ Subjects

Artificial Intelligence (incl. Robotics); Computer Applications in Geosciences; Computer Science, general; Database Management; Geographical Information Systems/Cartography; Business Information Systems

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