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IMAP: Individual huMAn mobility Patterns visualizing platform. (arXiv:2209.03615v1 [cs.SI])
Sept. 9, 2022, 1:11 a.m. | Yisheng Alison Zheng, Amani Abusafia, Abdallah Lakhdari, Shing Tai Tony Lui, Athman Bouguettaya
cs.LG updates on arXiv.org arxiv.org
Understanding human mobility is essential for the development of smart cities
and social behavior research. Human mobility models may be used in numerous
applications, including pandemic control, urban planning, and traffic
management. The existing models' accuracy in predicting users' mobility
patterns is less than 25%. The low accuracy may be justified by the flexible
nature of the human movement. Indeed, humans are not rigid in their daily
movement. In addition, the rigid mobility models may result in missing the
hidden …
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