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Bike Sharing

Prediction of Bike Sharing Demand

Prediction of Bike Sharing Demand

... Bike sharing systems have been gaining prominence all over the world with more than 500 successful systems being deployed in major cities like New York, Washington, ...adopting bike sharing ...

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A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems

A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems

... Bike sharing provides an environment-friendly way for trav- eling and is booming all over the ...the bike imbalance prob- lem constantly occurs, especially for dockless bike sharing ...

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Free-Floating Bike Sharing in Jiangsu: Users’ Behaviors and Influencing Factors

Free-Floating Bike Sharing in Jiangsu: Users’ Behaviors and Influencing Factors

... of bike sharing schemes across the world, public preference has become another important issue in this ...different bike sharing stations (residential buildings, commercial buildings, parks, ...

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Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity

Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity

... a bike-sharing system, a first strategic decision is the planning of the number of stations, their locations and their ...concerns bike repositioning: To solve the problem of unbalanced traffic, ...

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Examining usage patterns of a bike sharing scheme in a medium sized city

Examining usage patterns of a bike sharing scheme in a medium sized city

... bicycle sharing in an Irish context was studied through a survey analysis, where it was discovered that the bike-sharing scheme in Dublin City: is used predominantly by higher-income individuals; has ...

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The Optimal Monthly Strategy Pricing of Free Floating Bike Sharing Platform

The Optimal Monthly Strategy Pricing of Free Floating Bike Sharing Platform

... vehicle sharing platform pricing strategy re- search [7], we mentioned that shared bicycles are priced according to the num- ber of use, that is, ...for bike sharing platform. So what is the purpose ...

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Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction

Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction

... In bike-sharing demand prediction, any stations are not isolated. The station establishes complex connections through riding relationships to each other which can be ex- pressed by graph structures. In ...

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Bike sharing model reuse framework for tree-based ensembles

Bike sharing model reuse framework for tree-based ensembles

... The ECML-PKDD Challenge on ”Model Reuse with Bike rental Station data” is a novel competition announced in 2015. The proposed competition put focus on investigating model reuse potential in a bike ...

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Mechanism Design with Predicted Task Revenue for Bike Sharing Systems

Mechanism Design with Predicted Task Revenue for Bike Sharing Systems

... Bike sharing is a new transportation mode with many ben- efits in offering convenience and flexibility as well as low- ering economic ...7000 bike shar- ing systems have been deployed around the ...

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How to Start a Small-Scale Bike Sharing Program for Employees

How to Start a Small-Scale Bike Sharing Program for Employees

... Bike sharing has been proven to be successful in reducing carbon emissions and increasing health ...via bike share. Bike sharing as well will improve productivity in the ...

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Bike sharing: A review of evidence on impacts and processes of implementation and operation

Bike sharing: A review of evidence on impacts and processes of implementation and operation

... among bike sharing users, such as those who are able to ride a bicycle but do not cycle, ethnic minorities, disadvantaged social groups, women and older ...where bike sharing is viewed as a ...

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A Multi-commodity Pickup and Delivery Open-tour m-TSP Formulation for Bike Sharing Rebalancing Problem

A Multi-commodity Pickup and Delivery Open-tour m-TSP Formulation for Bike Sharing Rebalancing Problem

... Bike sharing systems (BSSs) offer a mobility service whereby public bikes, located at different stations across an urban area, are available for shared ...

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A spatiotemporal and graph-based analysis of dockless bike sharing patterns to understand urban flows over the last mile

A spatiotemporal and graph-based analysis of dockless bike sharing patterns to understand urban flows over the last mile

... dockless bike sharing systems has resulted in new patterns of urban ...dock-based bike scheme data. This study analyses dockless bike sharing in Nanchang, China over a period when a new ...

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Using graph structural information about flows to enhance short-term demand prediction in bike-sharing systems

Using graph structural information about flows to enhance short-term demand prediction in bike-sharing systems

... examined bike- sharing systems in different ...from bike travel data to describe flow interactions and to characterise the di ff erent urban places within the graph, for example, to infer the ...

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How do Service Quality, Value, Pleasure, and Satisfaction Create Loyalty to Smart Dockless Bike-Sharing Systems?

How do Service Quality, Value, Pleasure, and Satisfaction Create Loyalty to Smart Dockless Bike-Sharing Systems?

... the sharing economy, the internet of thing, and bicycle manufacturing, smart DBSS (fourth generation BSS) were born in ...traditional bike-sharing programs, smart DBSS integrate mobile payment and ...

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Bike Sharing: Is Safety an Issue Adversely Affecting its Potential for Being Embraced by Urban Societies?

Bike Sharing: Is Safety an Issue Adversely Affecting its Potential for Being Embraced by Urban Societies?

... potential bike-sharing users from Drama there were no age- specific differences of statistical significance (χ 2 = ...eventual bike-sharing scheme was also strongly correlated with the ...

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Perceptually important points of mobility patterns to characterise bike sharing systems: The Dublin Case

Perceptually important points of mobility patterns to characterise bike sharing systems: The Dublin Case

... Dublin Bikes is a public bicycle rental scheme which has operated in the city of Dublin since 2009. At its launch, the scheme, which is sponsored by JCDecaux, used 450 bicycles with 40 stations. Dublin Bikes reached a ...

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Bike-Sharing Apps Data Analysis and Popularity Prediction by Using Machine learning techniques

Bike-Sharing Apps Data Analysis and Popularity Prediction by Using Machine learning techniques

... of bike allotment applications? Abeyant, still to send busy highlights to achievement the cadger of bike order applications exotic multi-source key? Be prolonged, nonetheless to supply the engagement ...

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Examining and optimizing the BCycle bike-sharing system – A pilot study in Colorado, US

Examining and optimizing the BCycle bike-sharing system – A pilot study in Colorado, US

... Results show that the annual pass riders in Boulder are probably commuters and local professionals wanting to have access to areas of the city, while the 24-h users are probably temporary visitors to the city, focusing ...

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Bike Sharing Implementation in Malaysia: A Performance on Demand in Petaling Jaya

Bike Sharing Implementation in Malaysia: A Performance on Demand in Petaling Jaya

... use Bike Sharing because they feel more comfortable rather than using public transport or ...ride bike sharing. Most of the respondent are strongly agree that Bike sharing ...

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