Individual mobility patterns in urban environment

Pierpaolo Mastroianni, Bernardo Monechi, Vito D.P. Servedio, Carlo Liberto, Gaetano Valenti, Vittorio Loreto

Research output: Contribution to conferencePaper

3 Citations (Scopus)

Abstract

The understanding and the characterization of individual mobility patterns in urban environments is important in order to improve liveability and planning of big cities. In relatively recent times, the availability of data regarding human movements have fostered the emergence of a new branch of social studies, with the aim to unveil and study those patterns thanks to data collected by means of geolocalization technologies. In this paper we analyze a large dataset of GPS tracks of cars collected in Rome (Italy). Dividing the drivers in classes according to the number of trips they perform in a day, we show that the sequence of the traveled space connecting two consecutive stops shows a precise behavior so that the shortest trips are performed at the middle of the sequence, when the longest occur at the beginning and at the end when drivers head back home. We show that this behavior is consistent with the idea of an optimization process in which the total travel time is minimized, under the effect of spatial constraints so that the starting points is on the border of the space in which the dynamics takes place.
Original languageEnglish
Publication statusPublished - 2016
Event1st International Conference on Complex Information Systems, COMPLEXIS 2016 - Rome, Italy
Duration: 1 Jan 2016 → …

Conference

Conference1st International Conference on Complex Information Systems, COMPLEXIS 2016
CountryItaly
CityRome
Period1/1/16 → …

    Fingerprint

All Science Journal Classification (ASJC) codes

  • Information Systems

Cite this

Mastroianni, P., Monechi, B., Servedio, V. D. P., Liberto, C., Valenti, G., & Loreto, V. (2016). Individual mobility patterns in urban environment. Paper presented at 1st International Conference on Complex Information Systems, COMPLEXIS 2016, Rome, Italy.