[BibTeX] [RIS]
A Hybrid Geometric-Qualitative Spatial Reasoning System and Its Application in GIS
Type of publication: Incollection
Citation: cosy:DeFelice_11_HybridReasoning
Publication status: Published
Booktitle: Spatial Information Theory
Series: Lecture Notes in Computer Science
Volume: 6899
Year: 2011
Pages: 188-209
Publisher: Springer Berlin Heidelberg
ISBN: 978-3-642-23195-7
URL: http://dx.doi.org/10.1007/978-...
DOI: 10.1007/978-3-642-23196-4_11
Abstract: We propose a hybrid geometric-qualitative spatial reasoning system that is able to simultaneously deal with input information that is partially given geometrically and partially qualitatively using spatial relations of different qualitative spatial calculi. The reasoning system combines a geometric reasoning component based on computational geometry methods with a qualitative reasoning component employing relation algebraic reasoning techniques. An egg-yolk representation approach is used to maintain information about objects with underdetermined geometry and also allows for vague objects in the input. In an experimental evaluation we apply the reasoning system to infer geometric information for a set of only qualitatively described objects. The experiments demonstrate that the hybrid reasoning approach produces better results than geometric and qualitative reasoning individually.
Authors De Felice, Giorgio
Fogliaroni, Paolo
Wallgrün, Jan Oliver
Editors Egenhofer, Max J.
Giudice, Nicholas A.
Moratz, Reinhard
Worboys, Michael F.