Understanding human movement semantics | Zendy

Ionut Trestian | Zendy; Kévin Huguenin | Zendy; Ling Su | Zendy; Aleksandar Kuzmanovic | Zendy

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Understanding human movement semantics

Author(s) -

Ionut Trestian,

Kévin Huguenin,

Ling Su,

Aleksandar Kuzmanovic

Publication year - 2012

Publication title -

hal (le centre pour la communication scientifique directe)

Language(s) - English

Resource type - Conference proceedings

DOI - 10.1145/2187980.2188156

Subject(s) - computer science , movement (music) , semantics (computer science) , point of interest , global positioning system , data science , artificial intelligence , human–computer interaction , telecommunications , philosophy , programming language , aesthetics

International audienceThe recent availability of human mobility traces has driven a new wave of research on human movement with straightforward applications in wireless/cellular network. In this paper we revisit the human mobility problem with new assumptions. We believe that human movement is not independent of the surrounding locations, i.e. the points of interest that they visit; most of the time people travel with specific goals in mind, visit specific points of interest, and frequently revisit favorite places. Using GPS mobility traces of a large number of users located across two distinct geographical locations we study the correlation between people's trajectories and the differently spread points of interest nearby

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