Understanding individual human mobility patterns

被引:0
|
作者
Marta C. González
César A. Hidalgo
Albert-László Barabási
机构
[1] Biology and Computer Science,Center for Complex Network Research and Department of Physics
[2] Northeastern University,Center for Complex Network Research and Department of Physics and Computer Science
[3] Boston,undefined
[4] Massachusetts 02115,undefined
[5] USA,undefined
[6] University of Notre Dame,undefined
[7] Notre Dame,undefined
[8] Indiana 46556,undefined
[9] USA,undefined
[10] Center for Cancer Systems Biology,undefined
[11] Dana Farber Cancer Institute,undefined
[12] Boston,undefined
[13] Massachusetts 02115,undefined
[14] USA ,undefined
来源
Nature | 2008年 / 453卷
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摘要
The mapping of large-scale human movements is important for urban planning, traffic forecasting and epidemic prevention. Work in animals had suggested that their foraging might be explained in terms of a random walk, a mathematical rendition of a series of random steps, or a Lévy flight, a random walk punctuated by occasional larger steps. The role of Lévy statistics in animal behaviour is much debated — as explained in an accompanying News Feature — but the idea of extending it to human behaviour was boosted by a report in 2006 of Lévy flight-like patterns in human movement tracked via dollar bills. A new human study, based on tracking the trajectory of 100,000 cell-phone users for six months, reveals behaviour close to a Lévy pattern, but deviating from it as individual trajectories show a high degree of temporal and spatial regularity: work and other commitments mean we are not as free to roam as a foraging animal. But by correcting the data to accommodate individual variation, simple and predictable patterns in human travel begin to emerge. The cover photo (by Cesar Hidalgo) captures human mobility in New York's Grand Central Station.
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页码:779 / 782
页数:3
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