International Journal of Geographical Information Systems · 2018 · 32 citations · 37 references
EngineeringFormal RepresentationSemanticsSocial SciencesData ScienceFormal SemanticsSpatial ReasoningCartographySpatial Information SystemsSpatial DatabasesSpatial KnowledgeFormal NotationQualitative DirectionGeographySpatial Information SystemGeospatial SemanticsAutomated ReasoningFormal MethodsFormalizationLinguistics
This paper reviews formal approaches to representing spatial knowledge about qualitative direction. Unlike geometric direction information, qualitative information does not employ numerical values but relies on comparison. The qualitative approach is often regarded as suitable for capturing commonsense concepts and thus is relevant to human-centered interfaces for spatial information systems. To establish a context for the work on qualitative direction, we preset a brief history of the development of qualitative temporal and spatial representations from different scientific perspectives. We identify main focal areas of these representations of spatial direction and propose a taxonomy. In the light of more than three decades of fruitful research, we obtain a map of formal representations that reveal interrelationships between different research strands in the field.
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Maintaining knowledge about temporal intervals
James F. Allen · Communications of the ACM · 1983 · 7.5K citations · Full text
A Spatial Logic based on Regions and Connection
David Randell · 1992 · 1.9K citations
What Is a Knowledge Representation
Randall Davis, Howard Shrobe, Peter Szolovits · AI Magazine · 1993 · 715 citations
Artificial Intelligence, Engineering, Intelligent Systems +16