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Understanding human mobility is of great importance for various applications, such as urban planning and traffic forecasting. In this paper, we explore the correlation between human mobility and socio-demographic characteristics through two massive datasets containing individuals' attributes and daily GPS trajectory information respectively. Individuals' daily trajectories, trip displacement and daily...
Optimal planning for public transportation is one of the keys helping to bring a sustainable development and a better quality of life in urban areas. Compared to private transportation, public transportation uses road space more efficiently and produces fewer accidents and emissions. However, in many cities people prefer to take private transportation other than public transportation due to the inconvenience...
Buying a house is not only an emotional desire, but also a popular investment option. However, housing markets lack of tools and relevant systems of complete evaluation for house values. To this end, in this paper, we provide a discovery system for finding high-value homes. Unlike traditional housing price models, the proposed discovery system has taken both urban geography information and human mobility...
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