Trajectory Ontologies and Queries |
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| Authors: | Zhixian Yan Jose Macedo Christine Parent Stefano Spaccapietra |
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| Institution: | 1. LBD‐IC, Ecole Polytechnique Fédérale de Lausanne, Switzerland;2. ISI‐HEC, University of Lausanne, Switzerland |
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| Abstract: | Many real world applications today are built on analyses of movement and related features. Examples of such applications include transportation management, urban planning, tourism services, and animal migration monitoring, among others. Recent database modeling and management research prototypes have the capability to store and manipulate movement data in terms of point or region geometries that evolve over time (moving point or moving and deforming region). This captures the spatio‐temporal trace left by a moving object, but ignores its links with non‐geometric information that enable a semantic interpretation of the movement of moving objects. The concept of trajectory has been introduced to express a more semantic understanding of movement, taking it closer to the perception of applications. This article describes a framework for a semantics‐oriented structuring, modeling and querying of trajectory data. The framework relies on the definition of trajectory‐related ontologies, addressing domain‐independent and application‐specific geometric and semantic facets. Last we briefly discuss how the proposed approach has been applied for a traffic management application. |
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