DocumentCode
1733040
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
Volume
4
fYear
2009
Firstpage
948
Lastpage
951
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/CSE.2009.542
Filename
5282986
Link To Document