Evaluating urban public facilities of Shenzhen by application of open source data

References

• Batty, M. 2008. “The Size, Scale, and Shape of Cities.” Science 319 (5864): 769–771. doi:10.1126/science.1151419.
   PubMed Web of Science ®Google Scholar
• Batty, M. 2013. “Big Data, Smart Cities and City Planning.” Dialogues in Human Geography 3 (3): 274–279. doi:10.1177/2043820613513390.
   PubMedGoogle Scholar
• Becker, R. A., R. Caceres, K. Hanson, and J. M. Loh. 2011. “A Tale of One City: Using Cellular Network Data for Urban Planning.” IEEE Pervasive Computing 10 (4): 18–26. doi:10.1109/MPRV.2011.44.
   Web of Science ®Google Scholar
• Bettencourt, L. M. A., J. Lobo, D. Helbing, C. Kühnert, and G. B. West. 2007. “Growth, Innovation, Scaling, and the pace of Life in Cities.” Science 104 (17): 7301–7306. doi:10.1073/pnas.0610172104.
   Web of Science ®Google Scholar
• Bettencourt, L., and G. West. 2010. “A Unified Theory of Urban Living.” Nature 467 (7318): 912–913. doi:10.1038/467912a.
   PubMed Web of Science ®Google Scholar
• Castells, M. 1996. The Rise of the Network Society. Oxford: Blackwell.
   Google Scholar
• Chen, L. 2012. “An Evaluation of Public Facility Based on Network Data: A Case Study on Hospital Facility in Lankao Town, Henan Province.” The Summary of the 7th National Symposium on Geography, Henan, October China, 11−12, 42 (in Chinese).
   Google Scholar
• Cranshaw, J., R. Schwartz, J. I. Hong, and N. Sadeh. 2012. “The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City.” In Proceedings of the 6th International AAAI Conference on Weblogs and Social Media (ICWSM-12), Dublin, Ireland, 4–7.
   Google Scholar
• Delyser, D., and D. Sui. 2013. “Crossing the Qualitative- Quantitative Divide II: Inventive Approaches to Big Data, Mobile Methods, and Rhythmanalysis.” Progress in Human Geography 37 (2): 293–305. doi:10.1177/0309132512444063.
   Web of Science ®Google Scholar
• Gu, M. D., and H. W. Yin. 2010. “Review on Spatial Accessibility and Equity of Public Facilities.” Urban Problems 5: 25–29. doi:10.13239/j.bjsshkxy.cswt.2010.05.008. (in Chinese).
   Google Scholar
• Gui, Z. M., Y. Xiang, and Y. J. Li. 2012. “Parallel Discovering of City Hot Spot Based on Taxi Trajuectories.” Journal of Huazhong University of Science & Technology (Natural Science Edition) 40: 187–190. doi:10.13245/j.hust.2012.s1.045. (in Chinese).
   Google Scholar
• Han, Y. H., and Y. Q. Lu. 2012. “Accessibility Assessment and Planning of Public Facilities for Education: A Case Study on Senior High Schools in Yizheng City.” Scientia Geographica Sinica 32 (7): 822–827. doi:10.13249/j.cnki.sgs.2012.07.007. (in Chinese).
   Google Scholar
• Hollenstein, L., and R. Purves. 2010. “Exploring Place through User-Generated Content: Using Flickrtags to Describe City Cores.” Journal of Spatial Information Science 1: 21–48. doi:10.5311/JOSIS.2010.1.3.
   Google Scholar
• Hong, Y. 2008. “The Comprehensive Evaluation of the Coordinative Development in Northeastern Provinces of China.” Master’s Thesis, Northeastern University. (in Chinese).
   Google Scholar
• Hu, Y. Z., and J. Wu. 2011. “Chinese Cities Have a Huge Challenge to Maintain a Decent Quality of Life for Their Citizens: Dialogue with Sir Peter Hall.” Urban Planning International 26 (3): 111–114. doi:10.3969/j.issn.1673–9493.2011.03.017.(in Chinese).
   Google Scholar
• Kang, C. G., Y. Zhang, X. J. Ma, and Y. Liu. 2013. “Inferring Properties and Revealing Geographical Impacts of Intercity Mobile Communication Network of China Using a Subnet Data Set.” International Journal of Geographical Information Science 27 (3): 1–18. doi:10.1080/13658816.2012.689838.
   Web of Science ®Google Scholar
• Kitchin, R. 2013. “Big Data and Human Geography: Opportunities, Challenges and Risks.” Dialogues in Human Geography 3 (3): 262–267. doi:10.1177/2043820613513388.
   Google Scholar
• Liu, J. N., Y. Fang, and K. Guo. 2014. “Research Progress in Location Big Data Analysis and Processing.” Geomatics and Information Science of Wuhan University 4: 379–385. doi:10.13203/j.whugis20140210. (in Chinese).
   Google Scholar
• Long, Y., Y. Zhang, and C. Y. Cui. 2012. “Identifying Commuting Pattern of Beijing Using Bus Smart Card Data.” Acta Geographica Sinica 67 (10): 1339–1352. doi:10.11821/xb201210005. (in Chinese).
   Google Scholar
• Lüscher, P., and R. Weibel. 2013. “Exploiting Empirical Knowledge for Automatic Delineation of City Centres from Large-Scale Topographic Databases.” Computers, Environment and Urban Systems 37: 18–34. doi:10.1016/j.compenvurbsys.2012.07.001.
   Web of Science ®Google Scholar
• Mark, B., and M. Nick. 2011. “Microscopic Simulations of Complex Metropolitan Dynamics.” Amsterdam: Complex City. Accessed March 25, 2016. http://eprints.ncrm.ac.uk/2051/1/complex_city_paper%5B1%5D.pdf
   Google Scholar
• Naaman, M., A. X. Zhang, and S. Brody. 2012. “On the Study of Diurnal Urban Routines on Twitter.” In Proceedings of Sixth International AAAI Conference on Weblogs and Social Media, Dublin, Ireland, June, 2012, 258–265.
   Google Scholar
• Niu, X. Y., L. Ding, and X. D. Song. 2014. “Understanding Urban Spatial Structure of Shanghai Central City Based on Mobile Phone Data.” Urban Planning Forum 6: 61–67. doi:10.3969/j.issn.1000-3363.2014.06.009. (in Chinese).
   Google Scholar
• Qin, X., F. Zhen, and L. F. Xiong. 2013. “Methods in Urban Temporal and Spatial Behavior Research in the Big Data Era.” Progress in Geography 32 (9): 1352–1361. doi:10.11820/dlkxjz.2013.09.005. (in Chinese).
   Google Scholar
• Ren, Z. C. 2014. “Assessment of the Status Quo of Public Facilities Allocation Based on the User – A Case Study of Tourist Oriented Small Towns.” In Proceedings of 2014 Annual Meeting of Chinese Urban Planning, Haikou, China, September, 2014, 13–15. (in Chinese).
   Google Scholar
• Sun, Y., K. Y. Wang, and X. D. Yao. 2015. “Economic Benefits Evaluation of Urban Public Infrastructure Based on the DEA Cross-Efficiency Method.” China Soft Science 1: 172–183. doi:10.3969/j.issn.1002-9753.2015.01.018. (in Chinese).
   Google Scholar
• Wang, D., W. Zhu, and D. C. Xie. 2014. “The Analysis Framework, Difficulties and Existing Progress of Urban Space Structure Based on the Signaling Data of Mobile Phone.” Accessed March 25, 2016. http://bbs.caup.net/read-htm-tid-30130-page-1.html
   Google Scholar
• Yang, J. Y., Y. Shi, and D. R. Deng. 2010. “The Suitable Layout of Public Facilities: Nanjing’s Binjiang New City.” Planners 26 (4): 19–24. doi:10.3969/j.issn.1006-0022.2010.04.003. (in Chinese).
   Google Scholar
• Yang, Q. Y., and J. G. Xu. 2015. “An Analysis Model of Public Facilities Based on Attraction Accessibility.” Planners 31 (7): 96–101. doi:10.3969/j.issn.1006-0022.2015.07.016. (in Chinese).
   Google Scholar
• Yu, W. H., and T. H. Ai. 2015. “The Visualization and Analysis of POI Features under Network Space Supported by Kernel Density Estimation.” Acta Geodaetica Et Cartographica Sinica 44 (1): 82–90. doi:10.11947/j.AGCS.2015.20130538. (in Chinese).
   Google Scholar
• Zhang, X. X. 2014. “Spatial Analysis in the Era of Big Data.” Geomatics and Information Science of Wuhan University 39 (6): 655–659. doi:10.13203/j.whugis20140143. (in Chinese).
   Google Scholar
• Zhang, Y. Z., T. H. Wei, and C. Hua. 2012. “Research on the Spatial Equity in the Distribution of Public Facilities Based Section Quotient.” Huazhong Architecture 14 (2): 38–40. doi:10.3969/j.issn.1003-739X.2012.02.010. (in Chinese).
   Google Scholar
• Zhao, M. X. 2009. “Study on Population Age Structure and Community Service Facilities Planning and Allocation Index – A Case Study of Jiangwan City Shanghai and Liangcheng Community.” Journal of Nanjing College for Population Programme Management 1: 25–28. doi:10.3969/j.issn.1007-032X.2009.01.005. (in Chinese).
   Google Scholar