In the present work, we present a macro-micro analysis of human mobility conducted on two dierent datasets. The rst one is a GSM dataset collected by a European mobile phone carrier for billing and operational purposes. It contains date, time and coordinates of the phone tower routing the communication for each call and text message sent or received by 91; 000 customers, in a period of 3 months. The other one is a GPS dataset storing information of approximately 9; 8 Million dierent car travels from 159; 000 cars tracked during one month (May 2011) in an area corresponding to central Italy.

The origin of human heterogeneity: analyzing mobility behavior through GSM and GPS data

Pappalardo L;Rinzivillo S;Pedreschi D;Giannotti F
2013

Abstract

In the present work, we present a macro-micro analysis of human mobility conducted on two dierent datasets. The rst one is a GSM dataset collected by a European mobile phone carrier for billing and operational purposes. It contains date, time and coordinates of the phone tower routing the communication for each call and text message sent or received by 91; 000 customers, in a period of 3 months. The other one is a GPS dataset storing information of approximately 9; 8 Million dierent car travels from 159; 000 cars tracked during one month (May 2011) in an area corresponding to central Italy.
2013
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Human Mobility
Data Mining
Network Science
H.2.8 Database Applications. Data Mining
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/254852
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