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个人简介

许小可,北京师范大学新闻传播学院/计算传播学研究中心教授。主要从事网络科学与传播学相结合的研究工作,主要研究方向为:社交机器人、计算传播、社会计算等。先后主持4项国家自然科学基金、腾讯犀牛鸟科研基金等项目,已在Science、Nature Human Behaviors、PNAS、Nature Communications等知名期刊发表学术论文百余篇。先后出版《社交网络上的计算传播学》、《计算传播学导论》等教材,个人学术专著《网络零模型构造及应用》,获国家科学技术学术著作出版基金资助。担任中国中文信息学会社会媒体处理专业委员会常务委员、中国工业与应用数学学会复杂网络专业委员会委员、中国人工智能学会社会计算与社会智能专委会委员。 开设课程 计算传播学导论 网络科学导论 社交网络大数据应用 影视作品中人与人工智能的关系 研究课题 病例数据驱动的新型冠状病毒多尺度传播网络分析,国家自然科学基金委员会,国家自然科学基金面上项目,62173065, 2022/01-2025/12 复杂网络零模型的构造及应用,国家自然科学基金委员会,国家自然科学基金面上项目,61773091, 2018/01-2021/12 双层耦合社交网络的相互作用和共演化机制:基于时间序列和链路预测的方法,国家自然科学基金委员会,国家自然科学基金面上项目,61374170, 2014/01-2017/12 基于子图结构和功能的复杂网络链路预测研究,国家自然科学基金委员会,国家自然科学基金青年科学基金项目,61004104,2011/01至2013/12 时效网络的零模型构造及模体分析,辽宁省委组织部,辽宁省“兴辽英才”青年拔尖人才计划,XLYC1807106, 2019/01-2021/12 基于手机大数据的人群聚集风险预警与成因分析平台,辽宁省科学技术厅,辽宁省重点研发计划指导计划项目,2018/12-2020/12

研究领域

主要从事计算传播学、网络科学、社交机器人、社会计算等方面的研究

近期论文

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ENGLISH JOURNALS Jing Xiao, Yu-Cheng Zou, and Xiao-Ke Xu*, A Metaheuristic-based Modularity Optimization Algorithm Driven by Edge Directionality for Directed Networks, IEEE Transactions on Network Science and Engineering, 2023, Online: https://ieeexplore.ieee.org/document/10121655 (JCR Q1分区,IF=5.033) Dongxuan Chen#, Yiu-Chung Lau#, Xiao-Ke Xu#, Lin Wang, Zhanwei Du, Tim K. Tsang, Peng Wu, Eric H. Y. Lau, Jacco Wallinga, Benjamin J. Cowling*, Sheikh Taslim Ali, Inferring time-varying generation time, serial interval, and incubation period distributions for COVID-19,Nature Communications, 2022, 13: 7727 pdf Sheikh Taslim Ali#, Yiu Chung Lau#, Songwei Shan#, Sukhyun Ryu#, Zhanwei Du, Lin Wang, Xiao-Ke Xu, Dongxuan Chen, Jiaming Xiong, Jungyeon Tae, Tim K Tsang, Peng Wu, Eric H Y Lau, Benjamin J Cowling*, Prediction of upcoming global infection burden of influenza seasons after relaxation of public health and social measures during the COVID-19 pandemic: a modelling study, Lancet Glob Health 2022, 10: e1612-e1622 Renmeng Cao, Xiao Fan Liu, Zhichao Fang, Xiao-Ke Xu*, Xianwen Wang*, How do scientific papers from different journal tiers gain attention on social media? Information Processing and Management, 2023, 60: 103152 Zhizheng Wang#, Xiao Fan Liu#, Zhanwei Du#, Lin Wang#*, Ye Wu, Petter Holme, Michael Lachmann, Hongfei Lin, Zoie S.Y. Wong*, Xiao-Ke Xu*, and Yuanyuan Sun*, Epidemiologic information discovery from open-access COVID-19 case reports via pretrained language model, iScience, 2022, 25(10): 105079. Qing Cai#, Zhanwei Du#, Ye Wu#*, and Xiao-Ke Xu*, Rethinking Academic Conferences in the Age of Pandemic, Applied Sciences, 2022, 12:8351 Ai-Wen Li, Xiao-Ke Xu*, and Ying Fan*, Immunization strategies for false information spreading on signed social networks, Chaos, Solitons and Fractals, 2022, 162:112489 Yijun Ran, Tianyu Liu, Tao Jia*, and Xiao-Ke Xu*, A novel similarity measure for mining missing links in long-path networks, Chinese Physics B, 2022, 31: 068902. pdf Dayu Wu, Ying Liu, Ming Tang*, Xiao-Ke Xu*, Shuguang Guan*, Impact of hopping characteristics of inter-layer commuters on epidemic spreading in multilayer networks, Chaos, Solitons and Fractals, 2022, 159:112100 pdf Xiao-Ke Xu#, Xiao Fan Liu#, Lin Wang#, Ye Wu, Xin Lu, Xianwen Wang, and Sen Pei*, Assessing spread risk of COVID-19 associated with multi-mode transportation networks in China,Fundamental Research, https://doi.org/10.1016/j.fmre.2022.04.006 pdf Haochen Sun, Xiaofan Liu, Zhanwei Du, Ye Wu, Haifeng Zhang, Xiao-Ke Xu*, Heterogeneous influence of individuals’ behavior on mask efficacy in gathering environments, Frontiers of Engineering Management, https://doi.org/10.1007/s42524-022-0193-5. pdf Caifen Liu?, Lingfeng Xu?, Yuan Bai, Xiao-Ke Xu, Eric H. Y. Lau, Benjamin J. Cowling, and Zhanwei Du*, Local Surveillance of the COVID-19 Outbreak, Frontiers in Physics, 2022, 10:824369 pdf Lin Ding, Lunxiao Xie, and Xiao-Ke Xu*, Rich-Club Impact on Cascading Failures in Interdependent Power and Communication Networks, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2022, 12(1): 115-123. pdf Zhanwei Du#, Caifen Liu#, Chunyu Wang#, Lingfeng Xu, Mingda Xu, Lin Wang, Yuan Bai, Xiao-Ke Xu, Eric H Y Lau, Peng Wu, Benjamin J Cowling*, Reproduction Numbers of SARS-CoV-2 Variants: A Systematic Review and Meta-analysis, Clinical Infectious Diseases, https://doi.org/10.1093/cid/ciac137 pdf Si-Yuan Liu, Jing Xiao?, Xiao-Ke Xu, Improving sign prediction of network embedding by adding motif features, Physica A, 2022, 593: 126966. pdf Mingda Xu?, Zhanwei Du?, Songwei Shan, Xiao-Ke Xu, Yuan Bai, Peng Wu, Eric H. Y. Lau, and Benjamin J. Cowling*, RiskEstim: A Software Package to Quantify COVID-19 Importation Risk, Frontiers in Physics, 2022, 10:835992 pdf Shuang Xu, Yijun Ran, and Xiao-Ke Xu*, Predicting Scientist Collaboration by Multiple Motif Features, IEEE Transactions on Computational Social Systems, 2022, 8(6): 1302-1310. pdf Renmeng Cao, Yu Geng, Xiao-Ke Xu, Xianwen Wang?, How does duplicate tweeting boost social media exposure to scholarly articles?, Journal of Informetrics, 2022, 16: 101249. pdf Ren-Meng Cao, Xiao-Fan Liu, Xiao-Ke Xu*. Why cannot long-term cascade be predicted? Exploring temporal dynamics in information diffusion processes.[J]. Royal Society open science, 2021.09.01, 8: 202245. Hong Zhu, Wen Jin, Jie Zhou, Shanbao Tong, Xiao-Ke Xu, and Junfeng Sun*, Nodal Memberships to Communities of Functional Brain Networks Reveal Functional Flexibility and Individualized Connectome, Cerebral Cortex, 2021.08.12, 00: 1-1744. pdf Jing Xiao, Jiao-Yan Wang, and Xiao-Ke Xu*, Fuzzy Community Detection Based on Elite Symbiotic Organisms Search and Node Neighborhood Information, IEEE Transactions on Fuzzy Systems, 2021.06.08, doi: 10.1109/TFUZZ.2021.3087235. pdf Hao-Chen Sun, Xiao-Fan Liu, Zhan-Wei Du, Xiao-Ke Xu*, and Ye Wu*, Mitigating COVID-19 Transmission in Schools with Digital Contact Tracing, IEEE Transactions on Computational Social Systems, 2021.04.27, doi: 10.1109/TCSS.2021.3073109. pdf Renmeng Cao, Xianwen Wang*, Xiao-Ke Xu*, Jianlin Zhou. Multiple bursts of highly retweeted articles on social media, Scientometrics, 2021.04.26, 126:5165-5179. Liu Xiao Fan, Xiao-Ke Xu, Wu Ye. Mobility, exposure, and epidemiological timelines of COVID-19 infections in China outside Hubei province.[J]. Scientific data, 2021.02.05, 8(1): 54. Lin Zhang, Jiahua Zhu, Xuyuan Wang, Juan Yang, Xiao Fan Liu* and Xiao-Ke Xu*. Characterizing COVID-19 Transmission: Incubation Period, Reproduction Rate, and Multiple-Generation Spreading. Frontiers in Physics, 2021.01.11, 8:589963. pdf Xiao-Ke Xu#, Lin Wang#, Sen Pei#*, Multiscale mobility explains differential associations between the gross domestic productand COVID-19 transmission in Chinese cities, Journal of Travel Medicine, 2021.01.04, taaa236, doi: 10.1093/jtm/taaa236. pdf Zhenzhen Liu; Xiao-Ke Xu*; Jianyun Zhou; Quantitative effects of network connectivity on epidemics, International Journal of Modern Physics B, 2020.10.20, 34(28):2050262. pdf Daihai He, Shi Zhao, Xiao-Ke Xu, Qiangying Lin, Zian Zhuang, Peihua Cao, Maggie H. Wang, Yijun Lou, Li Xiao, Ye Wu*, Lin Yang*. Low dispersion in the infectiousness of COVID-19 cases implies difficulty n control, BMC Public Health, 2020.10.16, 20: 1558. Ai-Wen Li, Jing Xiao, Xiao-Ke Xu*; The Family of Assortativity Coefficients in Signed Social Networks, IEEE Transactions on Computational Social Systems,2020.09.23, 7(6): 1460-1468. Zhanwei Du, Xiao-Ke Xu, Lin Wang, Spencer J. Fox, Benjamin J. Cowling, Alison P. Galvani, and Lauren Ancel Meyers*. Effects of proactive social distancing on COVID-19 outbreaks in 58 cities, China. Emerging Infectious Diseases, 2020.09.10, 26(9): 2269-2271. Bin Zhou#*, Sen Pei#*, Lev Muchnik, Xiangyi Meng, Xiao-ke Xu, Alon Sela, Shlomo Havlin, and H. Eugene Stanley, Realistic modelling of information spread using peer-to-peer diffusion patterns, Nature Human Behaviour, 2020.08.29, 4: 1198-1207. Sheikh Taslim Ali#, Lin Wang#, Eric HY Lau#, Xiao-Ke Xu, Zhanwei Du, Ye Wu, Gabriel M. Leung, Benjamin J. Cowling*, Evolution of effective serial interval of SARS-CoV-2 by non-pharmaceutical interventions, Science, 2020.08.27, 369: 1106-1109. Xiao-Ke Xu#, Xiao-Fan Liu#, Ye Wu#, Sheikh Taslim Ali#, Zhanwei Du#, Paolo Bosetti, Eric H Y Lau, Benjamin J Cowling, Lin Wang*, Reconstruction of Transmission Pairs for novel Coronavirus Disease 2019 (COVID-19) in mainland China: Estimation of Super-spreading Events, Serial Interval, and Hazard of Infection, Clinical Infectious Diseases, 2020.06.18, 71(12):3163-3167. Zhanwei Du#, Xiao-ke Xu#, Ye Wu#, Lin Wang, Benjamin J. Cowling, and Lauren Ancel Meyers*, The serial interval of COVID-19 from publicly reported confirmed cases, Emerging Infectious Diseases. 2020.06.15, 26(6):1341-1343. Si-Yuan Liu, Jing Xiao, Xiao-Ke Xu*, Sign Prediction by Motif Naive Bayes Model in Social Networks, Information Sciences, 2020.06.07, 541: 316-331. Xiao-Ke Xu*, Ke-ke Shang, Jing Xiao, Quantifying the Effect of Community Structures for Link Prediction by Constructing Null Models, IEEE Access, 2020.05.08, 8:89269-89280. Jing Xiao, Hong-Fei Ren, and Xiao-Ke Xu*. Constructing Real-Life Benchmarks for Community Detection by Rewiring Edges, Complexity, 2020.04.07, 709623. Zhanwei Du#, Lin Wang#, Simon Cauchemez, Xiao-ke Xu, Xianwen Wang, Benjamin J. Cowling, and Lauren Ancel Meyers*, Risk for transportation of 2019 novel coronavirus disease from Wuhan to other cities in China. Emerging Infectious Diseases. 2020.02.25, 26(5):1049-1052. Ya-Fang Liu, Ting Li, and Xiao-Ke Xu* , Link Prediction by Multiple Motifs in Directed Networks, IEEE Access, 2019.12, 8: 174--183. Jing Xiao, Chao Wang, and Xiao-Ke Xu*, Community detection based on symbiotic organisms search and neighborhood information, IEEE Transactions on Computational Social Systems, 2019.12.23, 6(6): 1257--1272. Si-Yuan Liu, Jing Xiao, and Xiao-Ke Xu*, Link Prediction in Signed Social Networks: from Status Theory to Motif Families, IEEE Transactions on Network Science and Engineering,2019.12.01, 7(3): 1724-1725. Lin Ding, Si-Yuan Liu, Quan Yang, and Xiao-Ke Xu*, Uncovering the Dependence of Cascading Failures on Network Topology by Constructing Null Models, Entropy, 2019.11.15, 21: 1119. Ren-Meng Cao, Si-Yuan Liu, Xiao-Ke Xu*, Network embedding for link prediction: the pitfall and improvement, Chaos, 2019.10.08, 29(10): 103102. Wen-Kuo Cui, Jing Xiao, Ting Li, and Xiao-Ke Xu*, Uncovering offline event similarity of online friends by constructing null models, Chinese Physics B, 2019.05.08, 28(6): 068901. Bin Zhou*, Xiao-Ting Xu, Jian-Guo Liu, Xiao-Ke Xu, Nianxin Wang, Information interaction model for the mobile communication networks, Physica A: Statistical Mechanics and Its Applications,2019.04.08, 525: 170--1176. Wen-Kuo Cui, Ke-Ke Shang, Yong-Jian Zhang, Jing Xiao, Xiao-Ke Xu*, Constructing null networks for community detection in complex networks, The European Physical Journal B (EPJB), 2018.07.01, 91: 145. Bo Liu, Shuang Xu, Ting Li, Jing Xiao, Xiao-Ke Xu*, Quantifying the Effects of Topology and Weight for Link Prediction in Weighted Complex Networks, Entropy, 2018.05.30, 20(5): 363. 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: Statistical Mechanics and Its Applications, 2018.05.26, 507: 427—434. Xiao-Ke Xu, Xue Wang, Jing Xiao*, Inferring Parent-child Relationships by a node-remove centrality framework in Online Social Networks, Physica A: Statistical Mechanics and Its Applications, 2018.3.29, 505: 222—232. Yang Xin, Lingshuang Kong, Zhi Liu, Chunhua Wang, Hongliang Zhu, Mingcheng Gao, Chensu Zhao, Xiao-Ke Xu*, Multimodal Feature-level Fusion for Biometrics Identification System on IoMT Platform, IEEE Access,2018.03.13, 6: 21418. Jing Xiao, Yong-Jian Zhang, Xiao-Ke Xu*, Convergence Improvement of Differential Evolution for Community Detection in Complex Networks, Physica A: Statistical Mechanics and Its Applications, 2018.02.22, 503: 762—779. Ke-ke Shang, Michael Small, Xiao-Ke Xu, Wei-Sheng Yan, The role of direct links for link prediction in evolving networks, Europhysics Letters, 2017.02.16, 117, 28002 (2017). Xiao-Ke Xu, Jonathan J.H. Zhu, Flexible sampling large-scale social networks by self-adjustable random walk, Physica A: Statistical Mechanics and Its Applications, 2016.07.26, 463: 356--365. Ju Xiang, Tao Hu, Yan Zhang, Ke Hu, Jian-Ming Li, Xiao-Ke Xu, Cui-Cui Liu, Shi Chen, Local modularity for community detection in complex networks, Physica A: Statistical Mechanics and Its Applications, 2016.02.01, 443: 451--459. Qian-Ming Zhang, Xiao-Ke Xu, Yu-Xiao Zhu, Tao Zhou*, Measuring multiple evolution mechanisms of complex networks, Scientific Reports, 2015.06.11, 5: 10350. Ke-Ke Shang, Wei-Sheng Yan, Xiao-Ke Xu, Limitation of degree information for analyzing the interaction evolution in online social networks, International Journal of Modern Physics C, 2014.04.21, 25(10): 1450056. Ke Hu, Ju Xian, Xiao-Ke Xu, Hui-Jia Li, Wan-Chun Yang, Yi Tang*, Predicting the growth of new links by new preferential attachment similarity indices, Pramana - Journal of Physics, 2014.03.01, 82(3): 571--583. Hai-Feng Zhang, Zhi-Xi Wu, Xiao-Ke Xu, Michael Small, Lin Wang, Bing-Hong Wang, Impacts of subsidy policies on vaccination decisions in contact networks, Physical Review E, 2013.07.18, 88(1): 012813. Ping Li, Kai Zhang, Xiao-Ke Xu, Jie Zhang, Michael Small, Reexamination of explosive synchronization in scale-free networks: The effect of disassortativity, Physical Review E, 2013.04.03, 87(4): 042803. Graciano Dieck Kattas, F. Javier Perez-Barberia, Michael Small, Xiao-Ke Xu, David M. Walker, Unraveling complexity in interspecies interaction through nonlinear dynamical models, Acta Ethologica, 2013.02.01, 16(1): 21--30. Graciano Dieck Kattas, Xiao-Ke Xu*, Michael Small, Generating self-organizing collective behavior using separation dynamics from experimental data, Chaos, 2012.09.01, 22(3): 033113. Ping Li, Jie Zhang, Xiao-Ke Xu*, Small, Michael, Dynamical Influence of Nodes Revisited: A Markov Chain Analysis of Epidemic Process on Networks, Chinese Physics Letters, 2012.4.01, 29(4): 048903. Graciano Dieck Kattas, Xiao-Ke Xu*, Michael Small*, Dynamical Modeling of Collective Behavior from Pigeon Flight Data: Flock Cohesion and Dispersion, Chaos, 2012.03.01, 22(1): 013107. Ruoxi Xiang, Jie Zhang, Xiao-Ke Xu, Michael Small, Multiscale characterization of recurrence-based phase space networks constructed from time series, Chaos, 2012.03.01, 22(1): 013107. Xiao-Ke Xu, Graciano Dieck Kattas, Michael Small, Reciprocal relationships in collective flights of homing pigeons, Physical Review E, 2012.02.27, 85(2): 026120. Xiao-Ke Xu, Jie Zhang, Ping Li, Michael Small, Changing motif distributions in complex networks by manipulating rich-club connections, Physica A: Statistical Mechanics and Its Applications, 2011.11.01, 390(23-24): 4621—4626. Xiao-Fan Liu, Xiao-Ke Xu, Michael Small, Chi K. Tse, Attack Resilience of the Evolving Scientific Collaboration Network, PLos One, 2011.10.14, 6(10): e26271. Jie Zhang, Xiao-Ke Xu, Ping Li, Kai Zhang, Michael Small, Node importance for dynamical process on networks: A multiscale characterization, Chaos, 2011.03.01, 21(1): 016107. Xiao-Ke Xu, Jie Zhang, Michael Small, Rich-club connectivity dominates assortativity and transitivity of complex networks, Physical Review E, 2010.10.25, 82(4): 046117. Jie Zhang, Changsong Zhou, Xiao-Ke Xu, Michael Small, Mapping from structure to dynamics: A unified view of dynamical processes on networks, Physical Review E, 2010.08.27, 82(2): 026116. Xiao-Ke Xu, Low Observable Targets Detection by Joint Fractal Properties of Sea Clutter: An Experimental Study of IPIX OHGR Datasets, IEEE Transactions on Antennas and Propagation, 2010.04.01, 58(4):1425-1429. Jie Zhang, Kai Zhang, Xiao-Ke Xu, Chi K. Tse, Michael Small, Seeding the Kernels in graphs: toward multi-resolution community analysis, New Journal of Physics, 2009.11.02, 11: 113003. Xiao-Ke Xu, Jie Zhang, Junfeng Sun, Michael Small, Revising the simple measures of assortativity in complex networks, Physical Review E, 2009.11.01, 80(5): 056106. Xiao-Ke Xu, Jie Zhang, Michael Small*, Superfamily phenomena and motifs of networks induced from time series, Proceedings of the National Academy of Sciences of the United States of America, 2008.12.16, 105(50): 19601—19605. Jin Zhou, Xiao-Ke Xu, Jie Zhang, Junfeng Sun, Michael Small, Jun-An Lu, Generating an assortative network with a given degree distribution, International Journal of Bifurcation and Chaos, 2008.11.01, 18(11): 3495—3502. Michael Small, Xiao-Ke Xu, Jin Zhou, Jie Zhang, Junfeng Sun, Jun-an Lu, Scale-free networks which are highly assortative but not small world, Physical Review E, 2008.06.01, 77(6): 066112. 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