许小可

联系方式

个人简历

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。

主要研究方向：

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

专著、论文信息：

[1] 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)

[2] 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 (JCR Q1分区，IF=17.694)

[3] 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 (JCR Q1分区，IF= 7.466)

[4] 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 (JCR Q1分区，IF=6.107)

[5] Qing Cai#, Zhanwei Du#, Ye Wu#*, and Xiao-Ke Xu*, Rethinking Academic Conferences in the Age of Pandemic, Applied Sciences, 2022, 12:8351 (JCR Q2分区，IF=2.838)

[6] 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 (JCR Q1分区，IF=9.922)

[7] 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 (JCR Q1分区，IF=9.922)

[8] 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, 2023, 3: 305-310 (国家自然科学基金委员会主办的多学科英文综合期刊，ESCI)

[9] 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  (JCR Q1分区，IF=5.877)

[10] Shuang Xu, Yijun Ran, and Xiao-Ke Xu*, Predicting Scientist Collaboration by Multiple Motif Features, IEEE Transactions on Computational Social Systems, 2022, doi: 10.1109/TCSS.2022.3144247 (JCR Q2分区，IF=4.747)

[11] Ren-Meng Cao, Xiao Fan Liu, and Xiao-Ke Xu*. Why cannot long-term cascade be predicted? Exploring temporal dynamics in information diffusion processes, Royal Society Open Science, 2021, 8: 202245 (JCR Q2分区，IF=3.653)

[12] 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, 2022, 30(7): 2500-2514 (JCR Q1分区，IF=12.253)

[13] 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, 8(6): 1302-1310 (JCR Q2分区，IF=4.747)

[14] Renmeng Cao, Xianwen Wang*, Xiao-Ke Xu*, and Jianlin Zhou. Multiple bursts of highly retweeted articles on social media, Scientometrics, 2021, 126:5165-5179 (JCR Q2分区，IF=3.801)

[15] Xiao Fan Liu, Xiao-Ke Xu*, Ye Wu*, Mobility, exposure, and epidemiological timelines of COVID-19 infections in China outside Hubei province, Scientific Data, 2021, 8(1): 54 (JCR Q1分区，IF=8.501)

[16] 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, 8:589963 (JCR Q2分区，IF=3.718)

[17] Xiao-Ke Xu#, Lin Wang#, and Sen Pei#*, Multiscale mobility explains differential associations between the gross domestic product and COVID-19 transmission in Chinese cities, Journal of Travel Medicine, 2021, 28(2): taaa236 (JCR Q1分区，IF=39.194)

[18] Ai-Wen Li, Jing Xiao, and Xiao-Ke Xu*, The Family of Assortativity Coefficients in Signed Social Networks, IEEE Transactions on Computational Social Systems, 2020, 7(6): 1460-1468 (JCR Q2分区，IF=4.747)

[19] 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, 4: 1198-1207 (JCR Q1分区，IF=24.252)

[20] Sheikh Taslim Ali#, Lin Wang#, Eric HY Lau#, Xiao-Ke Xu, Zhanwei Du, Ye Wu, Gabriel M. Leung, and Benjamin J. Cowling*, Serial interval of SARS-CoV-2 was shortened over time by nonpharmaceutical interventions, Science, 2020, 369: 1106-1109 (JCR Q1分区，IF=63.714)

[21] 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, 26(6):1341-1343 (JCR Q1分区，IF=16.126)

[22] Si-Yuan Liu, Jing Xiao, and Xiao-Ke Xu*, Sign Prediction by Motif Naive Bayes Model in Social Networks, Information Sciences, 2020, 541: 316-331 (JCR Q1分区，IF=8.233)

[23] 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 in mainland China: Estimation of Super-spreading Events, Serial Interval, and Hazard of Infection, Clinical Infectious Diseases, 2020, 71(12):3163-3167 (JCR Q1分区，IF=20.999)

[24] 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, 2020, 7(3): 1724-1735 (JCR Q1分区，IF=5.033)

[25] Zhan-Wei Du#, Lin Wang#, Simon Cauchemez, Xiao-Ke Xu, Xian-Wen 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, 26(5):1049-1052 (JCR Q1分区，IF=16.126)

[26] 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, 6(6): 1257-1272 (JCR Q2分区，IF=4.747)

[27] 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, 21: 1119 (JCR Q2分区，IF=2.738)

[28] Ren-Meng Cao, Si-Yuan Liu, and Xiao-Ke Xu*, Network embedding for link prediction: the pitfall and improvement, Chaos, 2019, 29(10): 103102 (JCR Q1分区，IF=3.741)

[29] 许小可, 胡海波, 张伦, 王成军，社交网络上的计算传播学, 高等教育出版社

[30] 肖婧, 许小可, 张永建, 刘丹凤，高维多目标优化应用, 人民邮电出版社

[31] 张伦, 王成军, 许小可, 计算传播学导论,  北京师范大学出版社

[32] 许小可, 网络零模型构造及应用, 高等教育出版社

研究课题：

[1] 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

[2] 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

[3] 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

[4] 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

[5] 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

[6] 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