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《Journal of Guangxi Normal University(Natural Science Edition)》 2017-03
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Research on Mode Choice of Electric Bicycle Travelers Based on Two-Step Cluster Method

HU Yucong;CHEN Jie;ZOU Xiaojian;CHEN Zhiwei;School of Civil Engineering and Transportation,South China University of Technology;College of Transportation Management,Guangdong Communication Polytechnic;  
According to the survey data of Nanning in 2014,electric bicycles are categorized using twostep cluster method to get accurate differentiation management quantitative decision of electric bicycles.A BNL mode is developed to describe people's mode choice behaviors when electric bicycles and buses are accessible.And the SPSS 22.0software is used to calibrate model parameters.Finally,the results are analyzed considering the actual situation in Nanning.The results show that electric bicycles is one of residents' main travel modes when public transit system is not accessible or underdeveloped.When the service level of regular buses is improved exclusively,uncategorized models might exaggerate the increase in the sharing rate of public transit system.The categorized models could reflect the differentiations among different groups more effectively.The proposed method can provide more accurate quantitative decision support for exploring the differentiated management strategy of electric bicycles in Nanning.
【Fund】: 国家自然科学基金青年科学基金(51408237);; 华南理工大学优硕创新基金(20160526);; 国家大学生创新创业项目(201510561102)
【CateGory Index】: U491
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 HE Liu;DUAN Zhong-yuan;QIU Jian-dong;Shenzhen Urban Transport Planning Center;;Research on Estimation Methodology for Value of Travel Time Based on SP Survey[J];金陵科技学院学报;2016-02
2 WANG Jian HOU Yali HU Xiaowei(School of Transportation Science and Engineering, Harbin Institute of Technology,Harbin 150090,China);A Behavior Analysis of Traveler's Route Choice Under Congestion Pricing[J];交通信息与安全;2011-05
【Co-citations】
Chinese Journal Full-text Database 1 Hits
1 HU Yucong;CHEN Jie;ZOU Xiaojian;CHEN Zhiwei;School of Civil Engineering and Transportation,South China University of Technology;College of Transportation Management,Guangdong Communication Polytechnic;;Research on Mode Choice of Electric Bicycle Travelers Based on Two-Step Cluster Method[J];广西师范大学学报(自然科学版);2017-03
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Chinese Journal Full-text Database 7 Hits
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