Title :
Comparing General Mobility and Mobility by Car
Author :
Pappalardo, Luca ; Simini, Franco ; Rinzivillo, Salvatore ; Pedreschi, Dino ; Giannotti, Fosca
Author_Institution :
Dept. of Comput. Sci., Univ. of Pisa, Pisa, Italy
Abstract :
In the last years, the emergence of big data led scientists from diverse disciplines toward the study of the laws underlying human mobility. Although these recent discoveries have shed light on very interesting and fascinating aspects about people movements, they are generally focused on global and general mobility patterns. For this reason, they do not necessarily capture phenomena related to specific types of mobility, such as mobility by car, by public transportations means, by foot and so on. In this work, we aim to compare general human mobility with mobility expressed by a specific conveyance, trying to address the following question: What are the differences between general mobility and mobility by car? To answer this question, we present the results of an analysis performed on a big mobile phone dataset and on a GPS dataset storing information about car travels in Italy.
Keywords :
Big Data; Global Positioning System; automobiles; mobile radio; public transport; traffic engineering computing; Big Data; GPS dataset; car; general mobility pattern; global mobility pattern; human mobility; mobile phone dataset; public transportations; Computational intelligence; GSM; Global Positioning System; Mobile handsets; Poles and towers; Time-frequency analysis; Transportation; complex systems; human mobility;
Conference_Titel :
Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC), 2013 BRICS Congress on
Conference_Location :
Ipojuca
DOI :
10.1109/BRICS-CCI-CBIC.2013.116