An Ontology-Based Approach for Handling Explicit and Implicit Knowledge over Trajectories

The current information systems manage several, different and huge databases. The data can be temporal, spatial and other application domains with specific knowledge. For these reasons, new approaches must be designed to fully exploit data expressiveness and heterogeneity taking into account application’s needs. As part of ontology-based information system design, this paper proposes an ontology modeling approach for trajectories of moving objects. Consider domain, temporal and spatial knowledge gives a complexity to our system. We propose optimizations to annotate data with these knowledge.

[1]  Vania Bogorny,et al.  A model for enriching trajectories with semantic geographical information , 2007, GIS.

[2]  Jerry R. Hobbs,et al.  An ontology of time for the semantic web , 2004, TALIP.

[3]  Fabio Porto,et al.  A conceptual view on trajectories , 2008, Data Knowl. Eng..

[4]  Alain Bouju,et al.  Time Integration in Semantic Trajectories Using an Ontological Modelling Approach , 2012, ADBIS Workshops.

[5]  Stefano Spaccapietra,et al.  A Hybrid Model and Computing Platform for Spatio-semantic Trajectories , 2010, ESWC.

[6]  Miriam Baglioni,et al.  An Ontology-Based Approach for the Semantic Modelling and Reasoning on Trajectories , 2008, ER Workshops.

[7]  Alain Bouju,et al.  Une approche ontologique pour la modélisation et le raisonnement sur les trajectoires. Prise en compte des règles métiers, spatiales et temporelles , 2012, Tech. Sci. Informatiques.

[8]  James F. Allen Maintaining knowledge about temporal intervals , 1983, CACM.

[9]  Alain Bouju,et al.  Trajectory ontology inference considering domain and temporal dimensions - Application to marine mammals , 2017, Future Gener. Comput. Syst..

[10]  Ahmed Lbath,et al.  Moving Object Trajectories Meta-Model And Spatio-Temporal Queries , 2012, ArXiv.

[11]  Jayant Sharma,et al.  Modeling Topological Spatial Relations: Strategies for Query Processing , 1998 .

[12]  Eliseo Clementini,et al.  A Small Set of Formal Topological Relationships Suitable for End-User Interaction , 1993, SSD.

[13]  Simon Cox,et al.  Time Ontology in OWL , 2017 .