Profiling Underprivileged Residents with Mid-term Public Transit Smartcard Data of Beijing

GeoJournal Library

Volumn 116, Issue , 2015, Pages 169-192

  Long, Ying ^a   Shen, Zhenjiang ^b,c,d  

^a Beijing Institute of City Planning   (China)

^b KANAZAWA UNIVERSITY   (Japan)

^c TSINGHUA UNIVERSITY   (China)

^d FUZHOU UNIVERSITY   (China)

Author keywords

Beijing; Commuting; Jobs housing relationships; Smartcard records; Urban poverty

Indexed keywords

EID: 85103881588     PISSN: 09245499     EISSN: 22150072     Source Type: Book Series    
DOI: 10.1007/978-3-319-19342-7_9     Document Type: Chapter

References (36)

1. Amini, A., Kung, K., Kang, C., Sobolevsky, S., & Ratti, C. (2014). The impact of social segregation on human mobility in developing and urbanized regions. arXiv preprint. arXiv:1401.5743.
2. Batty, M. (2012). Editorial. Environment and Planning B: Planning and Design, 39, 191–193.
3. Batty, M. (2013). Urban modelling: A progress report. In Symposium on applied urban modelling (AUM 2013), University of Cambridge.
4. Beijing Municipal Statistics Bureau, NBS Survey Office in Beijing. (2011). Beijing statistical yearbook 2011. Beijing: China Statistics Press.
5. Beijing Transportation Research Center. (2011). Beijing transportation annual report 2009. Unpublished official report. (trans: Chinese). http://www.bjtrc.org.cn/InfoCenter/NewsAttach//aeb7c878-d31e-4f08-982f-3c17c717c87b.pdf. Accessed 21 Sept 2013.
6. Blythe, P. (2004). Improving public transport ticketing through smart cards. Proceedings of the Institute of Civil Engineers, Municipal Engineers, 157, 47–54.
7. Chen, G., Gu, C., & Wu, F. (2006). Urban poverty in the transitional economy: A case of Nanjing, China. Habitat International, 30(1), 1–26.
8. Cheng, Z., Caverlee, J., Lee, K., & Sui, D. Z. (2011). Exploring millions of footprints in location sharing services. ICWSM, 2011, 81–88.
9. Cho, E., Myers, S. A., & Leskovec, J. (2011). Friendship and mobility: User movement in location-based social networks. In Proceedings of the 17th ACM SIGKDD international conference on knowledge discovery and data mining (pp. 1082–1090), ACM.
10. Fan, C. C., Sun, M., & Zheng, S. (2011). Migration and split households: A comparison of sole, couple, and family migrants in Beijing, China. Environment and Planning-Part A, 43 (9), 2164.
11. Frias-Martinez, V., Virseda-Jerez, J., & Frias-Martinez, E. (2012). On the relation between socioeconomic status and physical mobility. Information Technology for Development, 18(2), 91–106.
12. Gong, Y., Liu, Y., Lin, Y., Yang, J., Duan, Z., & Li, G. (2012). Exploring spatiotemporal characteristics of intra-urban trips using metro smartcard records. In Proceedings of geoinformatics, Hong Kong.
13. Goodchild, M. F. (2007). Citizens as sensors: The world of volunteered geography. GeoJournal, 69(4), 211–221.
14. Gu, Y., Xu, Y., & Zheng, S. (2013). Job uncertainty, residential location choices and commuting patterns in Beijing. Working paper.
15. Isaacman, S., Becker, R., Cáceres, R., Kobourov, S., Martonosi, M., Rowland, J., & Varshavsky, A. (2011). Identifying important places in people’s lives from cellular network data. In K. Lyons, J. Hightower, & E. M. Huang (Eds.), Pervasive computing (pp. 133–151). Berlin/Heidelberg: Springer.
16. Jang, W. (2010). Travel time and transfer analysis using transit smart card data. Transportation Research Record: Journal of the Transportation Research Board, 2144, 142–149.
17. Joh, C-H., & Hwang, C. (2010). A time-geographic analysis of trip trajectories and land use characteristics in Seoul metropolitan area by using multidimensional sequence alignment and spatial analysis. AAG 2010 annual meeting, Washington, DC.
18. Kang, C, Gao, S., Lin, X., Xiao, Y., Yuan, Y., Liu, Y., & Ma, X. (2010). Analyzing and geo-visualizing individual human mobility patterns using mobile call records. In Geoinformatics, 2010 18th international conference on. IEEE (pp. 1–7).
19. Liao, Z. (2013). Beijing affordable housing planning. Zhuqu, submitted (in Chinese).
20. Liu, Y., Sui, Z., Kang, C., & Gao, Y. (2014). Uncovering patterns of inter-urban trips and spatial interactions from check-in data. arXiv preprint. arXiv:1310.0282.
21. Long, Y., & Thill, J.-C. (2015). Combining smart card data, household travel survey and land use pattern for identifying housing-jobs relationships in Beijing. arXiv preprint. arXiv: 1309.5993.
22. Lu, X., Wetter, E., Bharti, N., Tatem, A. J., & Bengtsson, L. (2013). Approaching the limit of predictability in human mobility. Scientific Reports, 3, 2923.
23. Ma, X. L., Wang, Y. H., Chen, F., & Liu, J. F. (2012). Transit smart card data mining for passenger origin information extraction. Journal of Zhejiang University SCIENCE C, 13(10), 750–760.
24. Pelletier, M.-P., Trepanier, M., & Morency, C. (2011). Smart card data use in public transit: A literature review. Transportation Research Part C, 19, 557–568.
25. Roth, C., Kang, S. M., Batty, M., & Barthélemy, M. (2011). Structure of urban movements: Polycentric activity and entangled hierarchical flows. PloS One, 6(1), e15923.
26. Scellato, S., Noulas, A., Lambiotte, R., & Mascolo, C. (2011). Socio-spatial properties of online location-based social networks. ICWSM, 11, 329–336.
27. Simmonds, D., Waddell, P., & Wegener, M. (2011). Equilibrium vs dynamics in urban modelling. In Symposium on applied urban modelling (AUM 2011) (pp. 23–24), University of Cambridge.
28. Song, S., Zhu, E., & Mukhopadhyay, S. (2009). Urban poor in China. Chinese Economy, 42 (4), 44–62.
29. Sun, L., Lee, D. H., Erath, A., & Huang, X. (2012). Using smart card data to extract passenger’s spatio-temporal density and train’s trajectory of MRT system. In Proceedings of the ACM SIGKDD international workshop on urban computing (pp. 142–148). ACM.
30. Sun, L., Axhausen, K. W., Lee, D. H., & Huang, X. (2013). Understanding metropolitan patterns of daily encounters. Proceedings of the National Academy of Sciences, 110(34), 13774–13779.
31. Sun, L., Jin, J. G., Axhausen, K. W., Lee, D. H., & Cebrian, M. (2014). Quantifying long-term evolution of intra-urban spatial interactions. arXiv preprint. arXiv:1407.0145.
32. Wegener, M., Gnad, F., & Vannahme, M. (1986). The time scale of urban change. In B. Hutchinson & M. Batty (Eds.), Advances in urban systems modelling (pp. 145–197). Amsterdam: North Holland.
33. Wu, F., He, S., & Webster, C. (2010). Path dependency and the neighbourhood effect: Urban poverty in impoverished neighbourhoods in Chinese cities. Environment and Planning A, 42 (1), 134.
34. Yang, Z., Cai, J., Henk, F., Ottens, L., & Sliuzas, R. (2013). Beijing. Cities, 31, 491–506.
35. Zheng, S., Long, F., Fan, C. C., & Gu, Y. (2009). Urban villages in China: A 2008 survey of migrant settlements in Beijing. Eurasian Geography and Economics, 50(4), 425–446.
36. Zhou, J., & Long, Y. (2014). Bus commuters’ jobs-housing balance in Beijing: An exploration using large-scale synthesized smart card data. Journal of the Transportation Research Board (Forthcoming).