This study uses a large-scale mobile phone dataset to estimate potential demand of bicycle trips in a city. By identifying two important anchor points (night-time anchor point and day-time anchor point) from individual cellphone trajectories, this study proposes an anchor-point based trajectory segmentation method to partition cellphone trajectories into trip chain segments. By selecting trip c...

In China, Hangzhou is the first city to establish the Public Bicycle System. Now, the system has been the largest bikesharing program in the world. The software of Hangzhou Public Bicycle System was developed by our team. There are many and many technology problems in the decision of intelligent dispatch. Among of these problems, determining how to segment the stations into several sections to ...

It is well established that the transport sector not an equalitarian sector. To develop a sustainable society, more and safe system for both users employees needed. This work prioritizes needs barriers previously identified as relevant among four different scenarios (railways, autonomous vehicles (AVs), bicycle-sharing services (BSSs), employment). The aim of this paper to prioritize factors af...

Meteorology may be key to forecasting whether people will use it or not (depending on city studied), but so date, the predictions made have generated some controversy because they been analyzed using non-linear analysis. The objective of this study is analyse relationship between time spent València bike sharing service (SBC) as a means active transport and weather. A self-organising map analys...

BACKGROUND Physical fitness tests are widely used to assess endurance, sprint ability, coordination and/or strength. The objective of the present study was to analyze the degree to which the results of the Bundeswehr Basis Fitness Test (BFT)--a physical fitness test comprising a sprint test (11 × 10-m shuttle test), a flexed-arm hang test and a 1000-m run--are consistent with the output measure...

This article proposes an energy management system (EMS) for shared electric bicycles. The objective is to guarantee assistance the cyclist while avoiding discharging battery. basic working principle exploits cycling efficiency gaps. proposed multilayered EMS specifically tailored a free-floating bike-sharing setting. innermost layer manages and harvesting with of yielding intuitive human–machin...

Understanding how users navigate in a network is of high interest in many applications. We consider a setting where only aggregate node-level traffic is observed and tackle the task of learning edge transition probabilities. We cast it as a preference learning problem, and we study a model where choices follow Luce’s axiom. In this case, the O(n) marginal counts of node visits are a sufficient ...