Deductive and Inductive Reasoning on Spatio-Temporal Data

Abstract. We present a framework for a declarative approach to spatiotemporal reasoning on geographical data, based on the constraint logical language STACLP, which offers deductive and inductive capabilities. It can be exploited for a deductive rule-based approach to represent domain knowledge on data. Furthermore it is well suited to model trajectories of moving objects, which can be analysed by using inductive techniques, like clustering, in order to find common movement patterns. A sketch of a case study on behavioral ecology is presented.

• Type: Conference
• Year: 2004
• Where: WLP
• Authors: Mirco Nanni, Alessandra Raffaetà, Chiara Renso, Franco Turini
• Keywords: Constraint Logical Language, Deductive Rule-based Approach, Spatiotemporal Reasoning, WLP 2004