Analysis of taxi drivers' behaviors within a battle between two taxi apps

IEEE Transactions on Intelligent Transportation Systems

Volumn 17, Issue 1, 2016, Pages 296-300

  Leng, Biao ^a   Du, Heng ^a   Wang, Jianyuan ^a   Li, Li ^b,c   Xiong, Zhang ^a  

^a BEIHANG UNIVERSITY   (China)

^b TSINGHUA UNIVERSITY   (China)

^c JIANGSU PROVINCE COLLABORATIVE INNOVATION CENTER OF MODERN URBAN TRAFFIC TECHNOLOGIES   (China)

Author keywords

Behavioral study; Big data analysis; Taxis

Indexed keywords

BIG DATA;

COMPREHENSIVE ANALYSIS; MOBILE APPS; MOBILE PAYMENT METHODS; PATTERN CHANGE; SERVICE INDEX; SOCIAL JUSTICE; TAXI DRIVERS; TAXI SERVICES;

TAXICABS;

EID: 84960815207     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2015.2461000     Document Type: Article

References (18)

1. Didi Dache. [Online]. Available: http://www.xiaojukeji.com/
2. Kuaidadi. [Online]. Available: http://www.kuaidadi.com/
3. J. P. S. Bocarejo and R. D. H. Oviedo, "Transport accessibility and social inequities: A tool for identification of mobility needs and evaluation of transport investments," J. Transp. Geography, vol. 24, pp. 142-154, Sep. 2012.
4. Y. Zheng and X. Zhou, Computing With Spatial Trajectories. New York, NY, USA: Springer-Verlag, 2011.
5. H. Chang, Y. Tai, and J. Y. Hsu, "Context-aware taxi demand hotspots prediction," Int. J. Bus. Intell. Data Mining, vol. 5, no. 1, pp. 3-18, Dec. 2010.
6. L. Liu, C. Andris, A. Bidderman, and C. Ratti, "Revealing taxi drivers mobility intelligence through his trace," in Movement-Aware Applications for Sustainable Mobility: Technologies and Approaches. Hershey, PA, USA: IGI Global, 2010, pp. 105-120.
7. J. Yuan, Y. Zheng, X. Xie, and G. Sun, "T-Drive: Enhancing driving directions with taxi drivers' intelligence," IEEE Trans. Knowl. Data Eng., vol. 25, no. 1, pp. 220-232, Jan. 2013.
8. S. Liu, L. M. Ni, and R. Krishnan, "Fraud detection from taxis' driving behaviors," IEEE Trans. Intell. Transp. Syst., vol. 63, no. 1, pp. 464-471, Jan. 2014.
9. S. Liu, S. Wang, C. Liu, and R. Krishnan, "Understanding taxi drivers' routing choices from spatial and social traces," Frontiers Comput. Sci., vol. 9, no. 2, pp. 200-209, Apr. 2015.
10. C. Peng, X. Jin, K.-C. Wong, M. Shi, and P. Lio, "Collective human mobility pattern from taxi trips in urban area," PLoS One, vol. 7, no. 4, 2012, Art. ID. e34487.
11. R. C. P. Wong, W. Y. Szeto, and S. C. Wong, "A cell-based logitopportunity taxi customer-search model," Transp. Res. Part C, Emerging Technol., vol. 48, pp. 84-96, Nov. 2014.
12. Y. Yue, T. Lan, A. G. O. Yeh, and Q.-Q. Li, "Zooming into individuals to understand the collective: A review of trajectory-based travel behaviour studies," Travel Behaviour Soc., vol. 1, no. 2, pp. 69-78, 2014.
13. K. Liu, T. Yamamoto, and T. Morikawa, "Feasibility of using taxi dispatch system as probes for collecting traffic information," J. Intell. Transp. Syst., Technol., Planning Oper., vol. 13, no. 1, pp. 16-27, 2009.
14. X. Zhan, S. Hasan, S. V. Ukkusuri, and C. Kamga, "Urban link travel time estimation using large-scale taxi data with partial information," Transp. Res. Part C, Emerging Technol., vol. 33, pp. 37-49, Aug. 2013.
15. Y. Zheng, Y. Liu, J. Yuan, and X. Xie, "Urban computing with taxicabs," in Proc. 13th Int. Conf. Ubiquitous Comput., 2011, pp. 89-98.
16. G. Pan, G. Qi, Z. Wu, D. Zhang, and S. Li, "Land-use classification using taxi GPS traces," IEEE Trans. Intell. Transp. Syst., vol. 14, no. 1, pp. 113-123, Mar. 2013.
17. Y. Zheng, L. Capra, O. Wolfson, and H. Yang, "Urban computing: Concepts, methodologies, and applications," ACM Trans. Intell. Syst. Technol., vol. 6, no. 2, Sep. 2014, Art. ID. 9.
18. Uber. [Online]. Available: https://www.uber.com/