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Demystifying Levy Walk Patterns in Human Walks
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Why do humans walk like monkeys?
Injong
Rhee
Recent literatures report heavy-tail flight patterns
in human mobility
over various scales covering meters to several hundred kilometers -
a
similar pattern observed in animals such as spider monkeys. After
studying GPS walk traces of over a hundred people observed over
several months, we report two highly probable causes of this pattern,
the fractal waypoints (i.e., destination) and least-action tendency
of
humans. This result facilitates the construction of a realistic human
mobility model for many applications including civil engineering for
planning roads and pathways in cities, public parks, etc.; disease
control for studying virus outbreak spread; telecommunication for
planning cell-phone towers and understanding hand-off patterns; animal
biology for understanding animal foraging patterns; and sociology for
studying the interaction and social network patterns of humans.
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