Title :
Object-based representation and classification of spatial structures and relations
Author :
Le Ber, Florence ; Napoli, Amedeo
Author_Institution :
LORIA, Vandoeuvre-les-Nancy, France
Abstract :
This paper is concerned with the representation and classification of spatial relations and structures in an object-based knowledge representation system. In this system, spatial structures are defined as sets of spatial entities connected with topological relations. Relations are represented by objects with their own properties. We propose to define two types of properties: the first are concerned with relations as concepts while the second are concerned with relations as links between concepts. In order to represent the second type of properties, we have defined facets that are inspired from the constructors of description logics. We describe these facets and how they are used for classifying spatial structures and relations on land-use maps. Links between the present work and related work in description logics are also discussed.
Keywords :
agriculture; geographic information systems; image classification; image representation; knowledge based systems; knowledge representation; object-oriented databases; spatial reasoning; visual databases; description logics; land-use maps; object-based classification; object-based knowledge representation system; object-based representation; spatial entities; spatial relations; spatial structures; topological relations; Agriculture; Artificial intelligence; Image analysis; Image recognition; Knowledge based systems; Knowledge representation; Lattices; Logic; Natural languages; Satellites;
Conference_Titel :
Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings. 14th IEEE International Conference on
Print_ISBN :
0-7695-1849-4
DOI :
10.1109/TAI.2002.1180814