Title :
Mining Mobility Behavior from Trajectory Data
Author :
Giannotti, Fosca ; Nanni, Mirco ; Pedreschi, Dino ; Renso, Chiara ; Trasarti, Roberto
Author_Institution :
KDD Lab., Univ. Pisa, Pisa, Italy
Abstract :
The technologies of mobile communications and ubiquitous computing pervade our society, and wireless networks sense the movement of people and vehicles, generating large volumes of mobility data: location data from mobile phones, GPS tracks from mobile devices receiving geo-positions from satellites, etc. The GeoPKDD project, a large European research initiative, has studied how to discover useful knowledge about human movement behavior from mobility data, while preserving the privacy of the people under observation. A new exciting multidisciplinary research area has thus started, at the crossroads of mobility, data mining, and privacy.
Keywords :
behavioural sciences computing; data mining; mobile computing; mobility management (mobile radio); GeoPKDD project; data mining; mobile communication; mobility behavior mining; mobility data; trajectory data; ubiquitous computing; wireless networks; Communications technology; Data privacy; Global Positioning System; Mobile communication; Mobile computing; Mobile handsets; Tracking; Ubiquitous computing; Vehicles; Wireless networks;
Conference_Titel :
Computational Science and Engineering, 2009. CSE '09. International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-5334-4
Electronic_ISBN :
978-0-7695-3823-5
DOI :
10.1109/CSE.2009.542