Validating general human mobility patterns on massive GPS data
Pappalardo L., Rinzivillo S., Pedreschi D., Giannotti F.
Human Mobility Data Mining Network Science H.2.8 Database Applications. Data Mining
Are the patterns of car travel dierent from those of general human mobility? Based on a unique dataset consisting of the GPS tra- jectories of 10 million travels accomplished by 150,000 cars in Italy, we investigate how known mobility models apply to car travels, and illus- trate novel analytical ndings. 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 trac values as measured by road sensors.
Source: SEBD 2013 - 21st Italian Symposium on Advanced Database Systems, pp. 305–312, Università di Reggio Calabria, 30 June - 03 July 2013
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@inproceedings{oai:it.cnr:prodotti:279086,
title = {Validating general human mobility patterns on massive GPS data},
author = {Pappalardo L. and Rinzivillo S. and Pedreschi D. and Giannotti F.},
booktitle = {SEBD 2013 - 21st Italian Symposium on Advanced Database Systems, pp. 305–312, Università di Reggio Calabria, 30 June - 03 July 2013},
year = {2013}
}
0000-0003-3099-3835