Basic information
Name: |
Xiao-Yong Yan |
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Administrative Post: |
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Technical Post: |
Prof. |
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Degree: |
Ph.D. |
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Mailing Address: |
No.3, Shangyuancun, Haidian District, Beijing, P. R. China |
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Postcode: |
100044 |
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Office Phone: |
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Email: |
Education
Xiao-Yong Yan received the B.S. degree in Transportation Engineering from Beijing Jiaotong University, China in 2002 and the Ph.D. degree in System Theory from Beijing Normal University, China in 2014. He is currently a professor at the Systems Science Institute, School of Traffic and Transportation, Beijing Jiaotong University. His research interests include human mobility behavior, traffic data mining and complex systems. He has published some papers on human mobility and complex systems research in international journals such as Nature Communications, Journal of the Royal Society Interface and New Journal of Physics. |
Professional Experience
Research Field
Human mobility behavior; Traffic data mining; Complex systems |
Projects
[3] National Natural Science Foundation of China (No. 71822102), Complexity analysis and modeling of travel behavior, 2019.01-2021.12 [2] National Natural Science Foundation of China (No. 71671015), Understanding and modeling human activity-travel behavior based on social sensing data, 2017.01-2020.12 [1] National Natural Science Foundation of China (No. 61304177), Statistical patterns and prediction methods of human mobility behaviors, 2014.01-2016.12 |
Teaching Courses
Transportation Planning Introduction to Transportation Systems Science Geographical Information System |
Paper
Human mobility patterns:
[15] Hao Wang, Xiao-Yong Yan*, Jinshan Wu. Free utility model for explaining the social gravity law. Journal of Statistical Mechanics: Theory and Experiment. 2021, 033418.
[14] Qiufang Shi, Xiaoyong Yan*, Bin Jia*, Ziyou Gao. Freight data-driven research on evaluation indexes for urban agglomeration development degree. Sustainability. 2020, 12(11): 4589. [13] Er-Jian Liu, Xiao-Yong Yan*. A universal opportunity model for human mobility. Scientific Reports. 2020, 10: 4657. [12] Xiao-Yong Yan, Tao Zhou*. Destination choice game: A spatial interaction theory on human mobility. Scientific Reports. 2019, 9: 9466.
[11] Ximing Chang, Jianjun Wu*, Hao Liu, Xiaoyong Yan*, Huijun Sun, Yunchao Qu. Travel mode choice: a data fusion model using machine learning methods and evidence from travel diary survey data. Transportmetrica A. 2019, 10.1080/23249935.2019.1620380. [10] Erjian Liu, Xiaoyong Yan*. New parameter-free mobility model: Opportunity priority selection model. Physica A. 2019, 526: 121023. [9] Qi Nie, Jian-Jun Wu*, Xiao-Yong Yan*, Jin-Hu Liu, Jun Wang. Human migration patterns in China with the resume data. Modern Physics Letters B. 2019, 4: 1950029. [8] Xiao-Yong Yan, Wen-Xu Wang*, Zi-You Gao*, Ying-Cheng Lai*. Universal model of individual and population mobility on diverse spatial scales. Nature Communications. 2017, 8: 1639.
[7] Xiaoyan Sun, Xiao Han, Jian-Zhang Bao, Rui Jiang*, Bin Jia*, Xiao-Yong Yan, Boyu Zhang, Wen-Xu Wang, Zi-You Gao. Decision dynamics of departure times: Experiments and modeling. Physica A. 2017, 483: 74-82.
[6] Bin Zhou*, Jia-Rong Xie, Xiao-Yong Yan, Nianxin Wang, Bing-Hong Wang. A model of task-deletion mechanism based on the priority queueing system of Barabási. Physica A. 2017, 466: 415-421. [5] Yi-Ming Zhao, An Zeng*, Xiao-Yong Yan*, Wen-Xu Wang, Ying-Cheng Lai. Unified underpinning of human mobility in the real world and cyberspace. New Journal of Physics. 2016, 18: 053025. [4] Xiao-Pu Han*, Xu-Wen Wang, Xiao-Yong Yan, Bing-Hong Wang. Cascading walks model for human mobility patterns. PLoS ONE. 2015, 10(4): e0124800. [3] Xiao-Yong Yan, Chen Zhao, Ying Fan, Zengru Di, Wen-Xu Wang*. Universal predictability of mobility patterns in cities. Journal of the Royal Society Interface. 2014, 11, 0834. [2] Xiao-Yong Yan, Xiao-Pu Han, Bing-Hong Wang, Tao Zhou*. Diversity of individual mobility patterns and emergence of aggregated scaling laws. Scientific Reports. 2013, 3, 2678. [1] Xiao-Yong Yan, Xiao-Pu Han, Tao Zhou, Bing-Hong Wang*. Exact solution of gyration radius of individual's trajectory for a simplified human regular mobility model, Chinese Physics Letters, 2011, 28: 120506.
[11] Kai Liu, Ming Wang*, Weihua Zhu, Jinshan Wu, Xiao-Yong Yan. Vulnerability analysis of an urban gas pipeline network considering pipeline-road dependency. International Journal of Critical Infrastructure Protection. 2018, 23: 79-89.
[10] Bin Zhou, Xiao-Yong Yan, Xiao-Ke Xu*, Xiao-Ting Xu, Nianxin Wang. Evolutionary of online social networks driven by pareto wealth distribution and bidirectional preferential attachment. Physica A. 2018, 507: 427-434. [9] Weihua Zhu, Kai Liu*, Ming Wang, Xiao-Yong Yan. Enhancing robustness of metro networks using strategic defense. Physica A. 2018, 503: 1081-1091. [8] Kai Liu, Ming Wang*, Yinxue Cao, Weihua Zhu, Jinshan Wu, Xiao-Yong Yan*. A comprehensive risk analysis of transportation networks affected by rainfall-induced multihazards. Risk Analysis. 2018, 38(8): 1618-1633 [7] Kai Liu, Xiao-Yong Yan*. Current-flow efficiency of networks. Physica A. 2018, 492: 463-471. [6] Huijun Sun*, Jianjun Wu*, Lijuan Wu, Xiao-Yong Yan, Ziyou Gao. Estimating the influence of common disruptions on urban rail transit networks. Transportation Research Part A. 2016, 94, 62-75. [5] Xiao-Yong Yan, Wen-Xu Wang*, Guan-Rong Chen, Ding-Hua Shi*. Multiplex congruence network of natural numbers. Scientific Reports. 2016, 6, 23714. [4] Zi-Ke Zhang*, Lu Yu, Kuan Fang, Zhi-Qiang You, Chuang Liu, Hao Liu, Xiao-Yong Yan*. Website-oriented recommendation based on heat spreading and tag-aware collaborative filtering. Physica A. 2014, 399, 82-88. [3] Chu-Xu Zhang, Zi-Ke Zhang*, Lu Yu, Chuang Liu, Hao Liu, Xiao-Yong Yan*. Information filtering via collaborative user clustering modeling. Physica A. 2014, 396, 195-203. [2] Dinghua Shi, Guanrong Chen*, Wilson W. K. Thong, Xiao-Yong Yan. Searching for optimal network topology with best possible synchronizability. IEEE Circuits And Systems Magazine. 2013, (1): 66-75. [1] Xiao-Yong Yan*, Ming-Sheng Wang. Influence of growth speed on the actors' degree distribution of collaboration networks. Acta Physica Sinica. 2010, 59(2): 851-858. Human language & knowledge network:
[7] Xiao-Yong Yan, Seong-Gyu Yang, Beom Jun Kim, Petter Minnhagen*. Benford's law and first letter of words. Physica A. 2018, 512: 305-315. [6] Xiao-Yong Yan, Petter Minnhagen*. The dependence of frequency distributions on multiple meanings of words, codes and signs. Physica A. 2018, 490: 554-564. [5] Xiao-Yong Yan, Petter Minnhagen*,Henrik Jeldtoft Jensen. The likely determines the unlikely. Physica A. 2016, 456: 112-119. [4] Xiao-Yong Yan, Petter Minnhagen*. Randomness versus specifics for word-frequency distributions. Physica A. 2016, 444: 828-837. [3] Xiao-Yong Yan, Petter Minnhagen*. Maximum entropy, word-frequency, Chinese characters, and multiple meanings. PLoS ONE. 2015, 10(5): e0125592. [2] Xiao-Yong Yan, Ying Fan, Zengru Di, Shlomo Havlin, Jinshan Wu*. Efficient learning strategy of Chinese characters based on network approach. PLoS ONE. 2013, 8, e69745. [1] Tian Wei, Menghui Li, Chensheng Wu, Xiaoyong Yan, Ying Fan, Zengru Di, Jinshan Wu*. Do scientists trace hot topics? Scientific Reports. 2013, 3, 2207. |