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Istituto di Scienza e Tecnologie dell'Informazione     
Pappalardo L., Rinzivillo S., Qu Z., Pedreschi D., Giannotti F. Understanding the patterns of car travel. In: European Physical Journal-Special Topics, vol. 215 (1) pp. 61 - 73. Springer, 2013. [Online First 1 February 2013]
 
 
Abstract
(English)
Are the patterns of car travel different from those of general human mobility? Based on a unique dataset consisting of the GPS trajectories of 10 million travels accomplished by 150,000 cars in Italy, we investigate how known mobility models apply to car travels, and illustrate novel analytical findings. We also assess to what extent the sample in our dataset is representative of the overall car mobility, and discover how to build an extremely accurate model that, given our GPS data, estimates the real traffic values as measured by road sensors.
URL: http://link.springer.com/article/10.1140%2Fepjst%2Fe2013-01715-5
DOI: 10.1140/epjst/e2013-01715-5
Subject Human Mobility
Data Mining
Network Science
H.2.8 Database Applications. Data Mining


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