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Generating Relation Algebras for Qualitative Spatial Reasoning

Generating Relation Algebras for Qualitative Spatial Reasoning

von Prathap Siddavaatam
Softcover - 9783846591260
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Beschreibung

First-order logic is symbolized reasoning in which each sentence, or statement, is broken down into a subject and a predicate. The predicate modifies or defines the properties of the subject. Apart from the formal properties, qualitative spatial representation and reasoning is an important criterion for choosing a set of spatial relations that humans perceive and choose the same relations for distinguishing spatial configurations. Since its earliest inception many theories have been proposed for mereotopology in AI among which Region Connection Calculus (RCC) is most prominent. RCC provides an axiomatization of space which takes regions as primitive, rather than as constructions from sets of points. The expressiveness of the RCC in relational logic is far greater than the original 8 RCC base relations might suggest. In my thesis I contemplated ways to automatically generate representable relational algebras using spatial data based on RCC. Contrary to physical theories about space and time, my research based on mereotopological calculi permits rather inexpensive reasoning about entities located in space and time. For e.g. usage in handling spatial GIS queries and robot navigation.

Advances in Artificial Intelligence

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 15. November 2011
Maße 22 cm x 15 cm x 0.6 cm
Gewicht 143 Gramm
Format Softcover
ISBN-13 9783846591260
Seiten 84

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