邮箱:zdzhao[at]stu.eud.cn
博士,计算机软件与理论
研究方向:大数据分析、多智能体博弈、复杂网络、推荐系统等
主要学习经历
2008/09-2014/12,电子科技大学,计算机软件与理论,硕博连读
2004/09-2008/07,延安大学,计算机科学与技术,学士,廉振民
主要工作经历
2019.04-至今,汕头大学,工学院计算机系,副教授
2015.01-2019.04,电子科技大学,大数据科学研究中心,助理研究员
2013.03-2014.03,亚利桑那州立大学,电子工程系,访问学者
2011.04-2011.07,香港浸会大学,理学院,访问学者
主持或参与的主要科研项目
1.广东省自然科学基金项目,2021A1515012294,基于区块链网络的人类时空耦合行为分析与建模,在研。
2.汕头大学科研启动经费项目,NTF19015,基于大数据的人类城市交通出行行为研究,在研。
3.国家自然科学基金青年科学基金项目,61603074,基于城市出行的人类时空耦合行为研究,已结题。
4.国家自然科学基金项目,61673085,时变社交网络结构与传播动力学研究,已结题。
5.国家自然科学基金项目,61673086,社交网络中信息主体的行为模式分析及应用研究,已结题。
6.国家自然科学基金项目,11575041,时序网络中基于人类行为特性的传播动力学研究,已结题。
7.国家自然科学基金项目,61872066,时空大数据可视分析中信息混肴问题研究,已结题。
8.国家自然科学基金青年科学基金项目,61703074,基于复杂网络分析的文化演化研究及应用,已结题。
9.中央高校基本科研业务费,ZYGX2011YB024,人类行为时空特性统计和分析,已结题。
10.中央高校基本科研业务费,ZYGX2015J156,人类时空耦合行为的动力学研究,已结题。
11.国家自然科学基金项目,91124008,大规模信息传播和情感倾向的实证与分析,已结题。
12.四川省科技厅项目,2013TD0006,互联网海量数据挖掘中的关键技术与应用平台研究,已结题。
13.国家自然科学基金青年科学基金项目,11205040,人类行为时空特性统计规律挖掘及社会动力学效应分析,已结题。
14.国家自然科学基金青年科学基金项目,11105024,社会化标签系统结构、演化和功能研究,已结题。
15.国家自然科学基金青年科学基金项目,11105025,双层耦合网络上的流行病传播研究,已结题。
发表期刊杂志论文
1.Nie W-P, Zhao Z-D, Cai S-M, Zhou T. Understanding the urban mobility community by taxi travel trajectory. Communications in Nonlinear Science and Numerical Simulation. 2021:105863.
2.Zhao Z-D, Chen J, Lu Y, Zhao N, Jiang D, Wang B-H. Dynamic patterns of open review process. Physica A: Statistical Mechanics and its Applications. 2021:126245.
3.Zhao Z-D, Zhao N, Ying N. Association, Correlation, and Causation Among Transport Variables of PM2.5. Frontiers in Physics. 2021;9(367).
4.Tian Z, Huang D, Zhou S, Zhao Z, Jiang D. Personality first in emotion: a deep neural network based on electroencephalogram channel attention for cross-subject emotion recognition. Royal Society Open Science. 2021;8(8):201976.
5.Yang D, Pan L, Zhao Z, Zhou T. Identifying the Influential Latent Edges for Promoting the Co-SIR Model. Complexity. 2021;2021:6614545.
6.Nie W-P, Zhao Z-D, Cai S-M, Zhou T. Simulating two-phase taxi service process by random walk theory. Chaos: An Interdisciplinary Journal of Nonlinear Science. 2020;30(12):123121.
7.Le-Zhi Wang, Zhi-Dan Zhao, Junjie Jiang, Bing-Hui Guo, Xiao Wang, Zi-Gang Huang, Ying-Cheng Lai, A model for meme popularity growth in social networking systems based on biological principle and human interest dynamics, Chaos, 29 (2), 023136.
8.Yu-Hao Qin, Zhi-Dan Zhao, Shi-Min Cai, Liang Gao, H.Eugene Stanley, Dual-induced multifractality in online viewing activity, Chaos, 28 (2018) 013114.
9.Yi-Chen Hu, Zhi-Dan Zhao, Shi-Min Cai, Zi-Gang Huang, Zhi-Hai Rong, Tao Zhou, Flux-Fluctuation Law in Complex Systems: a Survey, Journal of University of Electronic Science and Technology of China, 46(2) (2017) 449.
10.Fangjian Guo, Dan Yang, Zimo Yang, Zhi-Dan Zhao, Tao Zhou, Bounds of memory strength for power-law series, Phys. Rev. E, 95 (2017) 052314.
11.Zhi-Dan Zhao, Ya-Chun Gao, Shi-Min Cai, Tao Zhou, Dynamic patterns of academic forum activities, Physica A, 461 (2016) 117-124.
12.Jian-Xiong Zhang, Duan-Bing Chen, Qiang Dong, Zhi-Dan Zhao, Identifying a set of influential spreaders in complex networks, Scientific Reports, 6 (2016) 27823.
13.Zhi-Dan Zhao, Shi-Min Cai, Yang Lu, Non-Markovian Character in Human Mobility: Online and Offline, Chaos, 25 (2015) 063106.
14.Zhi-Dan Zhao, Zi-Gang Huang, Liang Huang, Huan Liu, Ying-Cheng Lai, Scaling and correlation of human movements in cyberspace and physical space, Phys. Rev. E, 90 (2014) 050802(R).
15.Xiao-Pu Han, Zhi-Dan Zhao, Tarik Hadzibeganovic, Bing-Hong Wang, Epidemic spreading on hierarchical geographical networks with mobile agents, Commu. Nonl. Sci. Num. Sim., 19 (2013) 1301–1312.
16.Zhi-Dan Zhao, Zimo Yang, Zike Zhang, Tao Zhou, Zi-Gang Huang, Ying-Cheng Lai, Emergence of scaling in human-interest dynamics, Scientific Reports, 3 (2013) 3472
17.Tao Zhou, Xiao-Pu Han, Xiao-Yong Yan, Zimo Yang, Zhi-Dan Zhao, Bing-Hong Wang, Statistical Mechanics on Temporal and Spatial Activities of Human, Journal of University of Electronic Science and Technology of China, 42(4) (2013) 481.
18.Zhi-Dan Zhao, Tao Zhou, Empirical analysis of online human dynamics, Physica A, 391 (2012) 3308-3315.
19.Zhi-Dan Zhao, Shi-Min Cai, Junming Huang, Yan Fu, Tao Zhou, Scaling behavior of online human activity, Europhys. Lett., 100 (2012) 48004.
20.Tao Zhou, Zhi-Dan Zhao, Zimo Yang, Changsong Zhou, Relative clock verifies endogenous bursts of human dynamics, Europhys. Lett., 97 (2012) 18006.
21.Zhi-Dan Zhao, Ying Liu, Ming Tang, Epidemic variability in hierarchical geographical networks with human activity patterns, Chaos, 22 (2012) 023150.
22.Zhi-Dan Zhao, Hu Xia, Ming-Sheng Shang, Tao Zhou, Empirical Analysis on the Human Dynamics of a Large-Scale Short Message Communication System, Chin. Phys. Lett, 28 (2011) 068901.
23.Zhi-Dan Zhao, Ming-Sheng Shang, User-based collaborative-filtering recommendation algorithms on hadoop, in: IEEE, Third International Conference on Knowledge Discovery and Data Mining, WKDD’10, 2010. pp. 478-481.