Improving the Service Quality of Bike Sharing Systems via the Analysis of Real-Time User Data
| 项目名称： | Improving the Service Quality of Bike Sharing Systems via the Analysis of Real-Time User Data |
| 摘要： | Bike sharing is an innovative urban transportation alternative that provides citizens fast access to bicycles for inner-city commuting. These types of systems are known for bringing significant benefits to its users in the form of a healthy and efficient transportation option, and to cities as an effective way of reducing CO₂ emissions and traffic. The principal objective of this project is to develop a predictive statistical framework to efficiently estimate the ability of a bike-sharing system to serve incoming bike requests. By mining user data collected from the system's smartphone app, an operator can utilize the proposed models to predict the likelihood that any potential user who desires to use the system decides to do so under the given the system's conditions the user encounters. |
| 状态： | Active |
| 资金： | 75000 |
| 资助组织： | Office of the Assistant Secretary for Research and Technology |
| 管理组织： | Office of the Assistant Secretary for Research and Technology |
| 项目负责人： | Walteros, Jose L |
| 执行机构： | Transportation Informatics University Transportation Center |
| 主要研究人员： | Walteros, Jose L |
| 开始时间： | 20170901 |
| 预计完成日期： | 20180831 |
| 实际结束时间： | 0 |
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