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Understanding Human Movement Semantics: A Point of Interest Based Approach∗
| Content Provider | CiteSeerX |
|---|---|
| Abstract | The recent availability of human mobility traces has driven a new wave of research on human movement with straightfor-ward applications in wireless/cellular network. In this paper we revisit the human mobility problem with new assump-tions. 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 re-visit favorite places. Using GPS mobility traces of a large number of users located across two distinct geographical lo-cations we study the correlation between people’s trajecto-ries and the differently spread points of interest nearby. |
| File Format | |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |