Skip to Main content Skip to Navigation
Journal articles

From Movement Data to Objects Behavior Using Semantic Trajectory and Semantic Events

Abstract : With the increasing availability of movement data, movement pattern analysis has recently received much attention. While existing movement pattern analyses typically rely only on mobile object positions, recent studies expressed the need to enrich trajectories with semantic information to improve the understanding of movement behaviors. This article extends the idea of semantic trajectories by incorporating the concept of semantic events. The main contribution of this article is the design of a framework where semantic trajectories and semantic events are linked to provide an enriched description of a situation. To test this approach, a prototype was developed where experts can model and then analyze vessels' trajectories. Results show that using such semantic approach allows for a richer description of both trajectories and events.
Document type :
Journal articles
Complete list of metadata
Contributor : Magalie Prudon Connect in order to contact the contributor
Submitted on : Friday, June 6, 2014 - 4:44:21 PM
Last modification on : Wednesday, November 17, 2021 - 12:31:19 PM



Arnaud Vandecasteele, Rodolphe Devillers, Aldo Napoli. From Movement Data to Objects Behavior Using Semantic Trajectory and Semantic Events. Marine Geodesy, Taylor & Francis, 2014, 37 (2 - Special Issue: Special Issue on Coastal and Marine Geographic Information Systems), pp.126-144. ⟨10.1080/01490419.2014.902885⟩. ⟨hal-01002799⟩



Les métriques sont temporairement indisponibles