Mental Representation and Processing of Geographic Knowledge

A Computational Approach
2002
ISBN: 978-3-540-00216-1
Verlag: Springer Berlin Heidelberg

Buch, Englisch, Band 2541, 178 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 295 g

Reihe: Lecture Notes in Artificial Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Barkowsky, Thomas

Fachgebiete

• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsinformatik, SAP, IT-Management
• Geowissenschaften Geographie | Raumplanung Geodäsie, Kartographie, GIS, Fernerkundung
• Mathematik | Informatik EDV | Informatik Business Application Unternehmenssoftware SAP
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Sozialwissenschaften Psychologie Allgemeine Psychologie Kognitionspsychologie
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Zeichen- und Zahlendarstellungen
• Geowissenschaften Geologie GIS, Geoinformatik
• Geowissenschaften Geologie Geodäsie, Kartographie, Fernerkundung

Inhaltsverzeichnis

State of the Art.- MIRAGE - Developing the Model.- Visual Mental Image Construction in Detail.- MIRAGE Implementation.- Conclusion and Outlook.