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- W2965856845 abstract "This work presents an approach to model how the activity in social media of the citizens reflects the activity in the city. The proposal includes a gravitational model that deforms the surface of the city based on the intensity of the activity in different zones. The information is extracted from geolocated tweets (n=1.48×106). Furthermore, this activity affects how people move in a city. The path a user follows is calculated using the geolocation of the tweets that he or she publishes along the day. Several models are evaluated and compared using the Hausdorf’s distance (dH). The combination of gravitational potential with attraction to the destination points provides the best results, with dH=1176 against the Manhattan (dH=1203) or the geodesic (dH=1417) alternatives. Finally, the analysis is repeated with the data segmented by gender (n=2,826 paths, men=1,910, women=916). The results validate (p=0.000334) the studies that affirm that men travel longer distances (dM=4.73 km, αM=26.1°) with rectilinear trajectories, whereas women have shorter and more angled paths (dW=4.5 km, αW=32.2°), obtaining p values in path lengths and p=0.006 in the angles." @default.
- W2965856845 created "2019-08-13" @default.
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- W2965856845 date "2020-01-01" @default.
- W2965856845 modified "2023-10-13" @default.
- W2965856845 title "Analyzing urban mobility paths based on users’ activity in social networks" @default.
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- W2965856845 doi "https://doi.org/10.1016/j.future.2019.07.072" @default.
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