Document - Towards semantic interpretation of movement behavior

2009

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Towards semantic interpretation of movement behavior

Baglioni M., Macedo J., Renso C., Trasarti R., Wachowicz M.

Movement behavior Wageningen Environmental Research Centre Geo-information Alterra - Centrum Geo-informatie PE&RC Semantic Enrichment Data mining post proposeccing

In this paper we aim at providing a model for the conceptual representation and deductive reasoning of trajectory patterns obtained from mining raw trajectories. This has been achieved by means of a semantic enrichment process, where raw trajectories are enhanced with semantic information and integrated with geographical knowledge encoded in an ontology. The reasoning mechanisms provided by the chosen ontology formalism are exploited to accomplish a further semantic enrichment step that gives a possible interpretation of discovered patterns in terms of movement behaviour. A sketch of the realised system, called Athena, is given, along with some examples to demonstrate the feasibility of the approach.

Source: Advances in GIScience. 12th AGILE Conference, pp. 271–288, Hannover, germania, 3 giugno 2009

Publisher: Springer, Berlin, DEU

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BibTeX entry

@inproceedings{oai:it.cnr:prodotti:92023,
	title = {Towards semantic interpretation of movement behavior},
	author = {Baglioni M. and Macedo J. and Renso C. and Trasarti R. and Wachowicz M.},
	publisher = {Springer, Berlin, DEU},
	doi = {10.1007/978-3-642-00318-9_14},
	booktitle = {Advances in GIScience. 12th AGILE Conference, pp. 271–288, Hannover, germania, 3 giugno 2009},
	year = {2009}
}