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Citywide Bike Usage Prediction in a Bike-Sharing System
IEEE Transactions on Knowledge and Data Engineering, 2020To operate a bike-sharing system efficiently, system operators need to accurately predict how many bikes are to be rented and returned throughout the city. In this paper, we propose a Hierarchical Consistency Prediction (HCP) model to predict the citywide bike usage in the next period.
Yexin Li, Yu Zheng 0004
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Planning Bike Lanes based on Sharing-Bikes' Trajectories
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2017Cycling as a green transportation mode has been promoted by many governments all over the world. As a result, constructing effective bike lanes has become a crucial task for governments promoting the cycling life style, as well-planned bike paths can reduce traffic congestion and decrease safety risks for both cyclists and motor vehicle drivers ...
Jie Bao 0003 +4 more
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A Bike Sharing System Simulator
2018Bike-sharing systems are becoming very popular in big cities. They provide a cheap and green mean of transportation used for commuting and leisure. Being a shared limited resource, it is common to reach imbalanced situations where some stations have either no bikes or only empty slots, thus decreasing the performance of the system.
Alberto Fernández 0002 +5 more
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Mean field analysis for bike and e-bike sharing systems
ACM SIGMETRICS Performance Evaluation Review, 2022Electric bikes are deployed massively in preexisting bike sharing system in order to attract new users and replace cars on a larger scale (see [2]). But this causes interactions between the two populations of bikes. In this paper, we analyze a model of an homogeneous bike sharing system where two classes of bikes interact only through the finite ...
Ancel, Julien +2 more
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Bike-Sharing Prediction System
2016Bike Sharing System is a dynamic network. This paper proposes a method to balance the network and allocate the bikes in each station to avoid the imbalance happening. Real-time monitoring takes too much time to reallocate the bikes if an imbalance has occurred so it cannot tackle this problem well.
Qiang Cai +4 more
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The Bankability of Bike-Sharing
2020Bankability is the key basis for project investment and financing decisions. This study uses investment science, engineering economics and public product theory to analyze the basic attributes, financing connotation and evaluation indicators of bike-sharing projects.
Tanna Lai, Shiying Shi, Shengyue Hao
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2016
Major cities—including New York, Paris, and London—have implemented bike-share systems to increase the use of sustainable modes of transportation. In this chapter we discuss the operational challenges of implementing such systems and also provide design recommendations. Critical decisions when implementing bike-share systems are the number of bikes and
Ashish Kabra +2 more
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Major cities—including New York, Paris, and London—have implemented bike-share systems to increase the use of sustainable modes of transportation. In this chapter we discuss the operational challenges of implementing such systems and also provide design recommendations. Critical decisions when implementing bike-share systems are the number of bikes and
Ashish Kabra +2 more
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2013 Second IIAI International Conference on Advanced Applied Informatics, 2013
With the contributions on reducing the traffic congestion and air pollution, bike sharing systems become more popular recently in many metropolitan areas worldwide. Without effective bike redistribution strategies, a bike rental station may easily become out or full of bikes, which incurs the customer inconvenience and conflicts its purpose.
I-Lin Wang, Chun-Wei Wang
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With the contributions on reducing the traffic congestion and air pollution, bike sharing systems become more popular recently in many metropolitan areas worldwide. Without effective bike redistribution strategies, a bike rental station may easily become out or full of bikes, which incurs the customer inconvenience and conflicts its purpose.
I-Lin Wang, Chun-Wei Wang
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2022
In Anbetracht des immer fortschreitenden Klimawandels rückt die Kritik am gegenwärtigen Mobilitätssystem in den Fokus. Dieses ist vom motorisierten Individualverkehr geprägt und bringt negative Folgen für die Umwelt sowie das Klima mit sich. Aufgrund dessen sind nachhaltige Alternativen, die das bestehende System entlasten, gefragt.
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In Anbetracht des immer fortschreitenden Klimawandels rückt die Kritik am gegenwärtigen Mobilitätssystem in den Fokus. Dieses ist vom motorisierten Individualverkehr geprägt und bringt negative Folgen für die Umwelt sowie das Klima mit sich. Aufgrund dessen sind nachhaltige Alternativen, die das bestehende System entlasten, gefragt.
openaire +1 more source
Interactive Bike Lane Planning using Sharing Bikes' Trajectories
IEEE Transactions on Knowledge and Data Engineering, 2019Cycling as a green transportation mode has been promoted by many governments all over the world. As a result, constructing effective bike lanes has become a crucial task to promote the cycling life style, as well-planned bike lanes can reduce traffic congestions and safety risks.
Tianfu He +6 more
openaire +2 more sources