A Simulation-based Approach for Constructing All-day Travel Chains from Mobile Phone Data
作者： Michael Zilske , Kai Nagel
DOI: 10.1016/J.PROCS.2015.05.017
关键词:
摘要: Abstract The purpose of this work is to investigate replacing travel diaries with sets call detail records (CDRs) as inputs for an agent-oriented traffic simulation. We propose constructing agent population directly from a CDR dataset and fusing it link volume counts reduce spatio-temporal uncertainty correct underrepresented segments. problem finding set plans which realizes trajectories consistent rephrased in terms calibrating choice model. This enables us make use existing calibration scheme simulations. demonstrate our approach by illustrative scenario synthetic data.
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J Scheiner, Daily Mobility in Berlin: On 'Inner Unity' and the Explanation of Travel Behaviour European Journal of Transport and Infrastructure Research. ,vol. 5, ,(2005)
Gunnar Flötteröd, Ronghui Liu, Disaggregate path flow estimation in an iterated DTA microsimulation 90th Annual Meeting of the Transportation Research Board, Washington D.C., USA, January 24, 2011. ,(2010)
Xuesong Zhou, Hani S. Mahmassani, Kuilin Zhang, Dynamic micro-assignment modeling approach for integrated multimodal urban corridor management Transportation Research Part C-emerging Technologies. ,vol. 16, pp. 167- 186 ,(2008) , 10.1016/J.TRC.2007.07.002
Francesco Calabrese, Giusy Di Lorenzo, Liang Liu, Carlo Ratti, Estimating Origin-Destination Flows Using Mobile Phone Location Data IEEE Pervasive Computing. ,vol. 10, pp. 36- 44 ,(2011) , 10.1109/MPRV.2011.41
Huayong Wang, Francesco Calabrese, Giusy Di Lorenzo, Carlo Ratti, Transportation mode inference from anonymized and aggregated mobile phone call detail records 13th International IEEE Conference on Intelligent Transportation Systems. pp. 318- 323 ,(2010) , 10.1109/ITSC.2010.5625188
Gunnar Flötteröd, Yu Chen, Kai Nagel, Behavioral Calibration and Analysis of a Large-Scale Travel Microsimulation Networks and Spatial Economics. ,vol. 12, pp. 481- 502 ,(2012) , 10.1007/S11067-011-9164-9
Md. Shahadat Iqbal, Charisma F. Choudhury, Pu Wang, Marta C. González, Development of origin–destination matrices using mobile phone call data Transportation Research Part C-emerging Technologies. ,vol. 40, pp. 63- 74 ,(2014) , 10.1016/J.TRC.2014.01.002
Cynthia Chen, Ling Bian, Jingtao Ma, From traces to trajectories: How well can we guess activity locations from mobile phone traces? Transportation Research Part C-emerging Technologies. ,vol. 46, pp. 326- 337 ,(2014) , 10.1016/J.TRC.2014.07.001
Michael Zilske, Kai Nagel, None, Studying the Accuracy of Demand Generation from Mobile Phone Trajectories with Synthetic Data Procedia Computer Science. ,vol. 32, pp. 802- 807 ,(2014) , 10.1016/J.PROCS.2014.05.494
Pascal Neis, Dennis Zielstra, Recent Developments and Future Trends in Volunteered Geographic Information Research: The Case of OpenStreetMap Future Internet. ,vol. 6, pp. 76- 106 ,(2014) , 10.3390/FI6010076