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Journal of Tsinghua University(Science and Technology)    2017, Vol. 57 Issue (1) : 100-106     DOI: 10.16511/j.cnki.qhdxxb.2017.21.019
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Modeling and empirical analyses of parking space choices based on individual preferences
LIANG Wei1, HU Jianming1,2, ZHANG Yi1,2, ZHANG Zuo1,2, WANG Ziwei1
1. Department of Automation, Tsinghua University, Beijing 100084, China;
2. Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Nanjing 210096, China
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Abstract  A parking space choice model based on personal preferences was developed for large parking lots to analyze the utility of parking spaces in shopping mall parking lots. The driver's behaviorial characteristics when parking are analyzed based on personal preferences which are assigned into three groups (inherence, skill and affordability) using a multinomial Logit model to analyze the impacts of the preferences on parking choices. A parking choice utility model with multiple variants based on personal preferences was then used to study driver behavior in the parking lot of the Beijing IKEA store. The results show that skill preferences have the most significant impact on the parking space choice. This model can accurately evaluate driver behavior when choosing the parking spaces.
Keywords parking guidance      personal preferences      parking space utility      disaggregate analysis      multivariate comprehensive evaluation     
ZTFLH:  U491.7  
Issue Date: 15 January 2017
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LIANG Wei
HU Jianming
ZHANG Yi
ZHANG Zuo
WANG Ziwei
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LIANG Wei,HU Jianming,ZHANG Yi, et al. Modeling and empirical analyses of parking space choices based on individual preferences[J]. Journal of Tsinghua University(Science and Technology), 2017, 57(1): 100-106.
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http://jst.tsinghuajournals.com/EN/10.16511/j.cnki.qhdxxb.2017.21.019     OR     http://jst.tsinghuajournals.com/EN/Y2017/V57/I1/100
  
  
  
  
  
  
  
  
  
[1] Shin J H, Jun H B. A study on smart parking guidancealgorithm[J]. Transportation Research Part C Emerging Technologies, 2014, 44(4):299-317.
[2] WANG Hongwei, HE Wenbo. A Reservation-based Smart Parking System[C]//Proceedings of 2011 IEEE Conference on Computer Communications Workshops. Shanghai:IEEE Press, 2011:690-695.
[3] 季彦婕, 王炜, 邓卫. 停车场内部泊车行为特性分析及最优泊位选择模型[J]. 东南大学学报(自然科学版), 2009, 39(2):399-403. JI Yanjie, WANG Wei, Deng Wei. Micro-level parking behaviors within parking facilities and optimal parking space choice model[J]. Journal of Southeast University (Natural Science Edition), 2009, 39(2):399-403. (in Chinese)
[4] Chaniotakis E, Pel A J. Drivers' parking location choice under uncertain parking availability and search times:A stated preference experiment[J]. Transportation Research Part A Policy & Practice, 2015, 82:228-239.
url: http://dx.doi.org/portation Research Part A Policy
[5] Leephakpreeda T. Car-parking guidance with fuzzy knowledge-based decision making[J]. Building & Environment, 2007, 42(2):803-809.
url: http://dx.doi.org/ing
[6] YU Shouyuan, LI Baopu, ZHANG Qi, et al. An optimal parking space search model based on fuzzy multiple attribute decision making[C]//Proceedings of the 10th World Congress on Intelligent Control and Automation. Beijing:IEEE Press, 2012:4350-4355.
[7] CHEN Mingkai, HU Cao, CHANG Tianhai. The research on optimal parking space choice model in parking lots[C]//Proceedings of the 3rd International Conference on Computer Research and Development. Shanghai:IEEE Press, 2011:93-97.
[8] XU Man, ZHANG Zuo, WAN Yi, et al. A simulation study on real-time parking Guidance[C]//Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems. Qingdao:IEEE Press, 2014:2269-2270.
[9] LU Xiaoshan, LIU Tianliang, HUANG Haijun. Pricing and mode choice based on nested Logit model with trip-chain costs[J]. Transport Policy, 2015, (44):76-88.
[10] GAN Hongcheng. To switch travel mode or not? Impact of Smartphone delivered high-quality multimodal information[J]. IET Intelligent Transport Systems, 2015, 9(4):382-390.
[11] 王文宪, 陈钉钧, 吕红霞, 等. 基于Nested Logit模型的铁路旅客客运产品选择研究[J]. 交通运输系统工程与信息, 2015, 15(4):140-146.WANG Wenxian, CHEN Dingjun, LV Hongxia, et al. Research of transport product choice for railway passengers based on nested logit model[J]. Journal of Transportation Systems Engineering and Information Technology, 2015, 15(4):140-146. (in Chinese)
[12] 张戎, 郭玉静, 闫哲彬, 等. 基于Nested-Logit模型的国际集装箱运输链选择行为研究[J]. 铁道学报, 2011, 33(7):8-13.ZHANG Rong, GUO Yujing, YAN Zhebin, et al. Study on international container transportation chain choice behavior based on nested-logit model[J]. Journal of the China Railway Society, 2011, 33(7):8-13. (in Chinese)
[13] 林崇德. 心理学大辞典[M]. 上海:上海教育出版社, 2003. LIN Chongde. The Comprehensive Dictionary of Psychology[M]. Shanghai:Shanghai Educational Publishing, 2003.(in Chinese)
[14] 关宏志. 非集计模型——交通行为分析的工具[M]. 北京:人民交通出版社, 2004. GUAN Hongzhi. Disaggregate Model:A Tool of Traffic Behavior Analysis[M]. Beijing:China Communications Press, 2004. (in Chinese)
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