where YOu Go is where you Are

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Behavioral patterns can be extracted from the traces of past human activities through a semantic- enriched knowledge discovery process. Here, positioning data are first transformed in semantically enriched trajectory data stored in a database. Then, mobility patterns, the most common movements emerging from data, are computed with data mining algorithms. A further semantic enrichment step is needed to give context-dependent meaning to the discovered patterns. New challenging research topics result from this work. Among them, we believe that studying mobility form a complex network point of view may offer a complementary approach to the human mobility understanding in such complex form of data. Several application domain may benefit from the results of this research, as mobility management institutions.
Acronym
YOGA
Web Site
Start Date
1 July 2012
End Date
30 June 2014
Type
Area
Affiliation
Istituto di Scienza e Tecnologie dell’Informazione, National Research Council of Italy (ISTI-CNR)