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      Smart cities of the future

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          The Strength of Weak Ties

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            Understanding individual human mobility patterns.

            Despite their importance for urban planning, traffic forecasting and the spread of biological and mobile viruses, our understanding of the basic laws governing human motion remains limited owing to the lack of tools to monitor the time-resolved location of individuals. Here we study the trajectory of 100,000 anonymized mobile phone users whose position is tracked for a six-month period. We find that, in contrast with the random trajectories predicted by the prevailing Lévy flight and random walk models, human trajectories show a high degree of temporal and spatial regularity, each individual being characterized by a time-independent characteristic travel distance and a significant probability to return to a few highly frequented locations. After correcting for differences in travel distances and the inherent anisotropy of each trajectory, the individual travel patterns collapse into a single spatial probability distribution, indicating that, despite the diversity of their travel history, humans follow simple reproducible patterns. This inherent similarity in travel patterns could impact all phenomena driven by human mobility, from epidemic prevention to emergency response, urban planning and agent-based modelling.
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              Foundations for Smarter Cities

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                Author and article information

                Journal
                The European Physical Journal Special Topics
                Eur. Phys. J. Spec. Top.
                Springer Science and Business Media LLC
                1951-6355
                1951-6401
                November 2012
                December 5 2012
                November 2012
                : 214
                : 1
                : 481-518
                Article
                10.1140/epjst/e2012-01703-3
                49a27664-fe55-4fbf-95ec-ceac3742bfe1
                © 2012
                History

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