基本信息
郑晓龙  男  硕导  中国科学院自动化研究所
电子邮件: xiaolong.zheng@ia.ac.cn
通信地址: 北京市海淀区中关村东路95号
邮政编码: 100190

研究领域

社会计算

知识图谱

大数据挖掘


招生信息

       科研如修行,历经磨难,方能取真经。有理想才能有动力,有兴趣才能有活力,有思想才能有创新,要做到一身正气、九分努力,十分忍耐,有坚持才能有收获。本人坚持理论联系实践,理论创新与应用推广并举,坚持培养复合型”接地气“的研究人才,既要有理论产出,又要有实践经验。

      本人有着丰富的研究生指导经验,作为联合导师指导的学生已分布于国内外知名企业、政府机关、高校和科研机构。毕业的学生中,部分已在国内外知名企业就任高管或团队负责人,部分已在国内外知名高校和科研机构暂露头角,或在国家政府机关表现优异,产生了积极的影响。

      欢迎有理想、有抱负的国内外本科生、研究生和博士后加入我们的科研团队,也欢迎优秀的国内外硕士生和博士生来我们科研团队实习和访问交流,常用的邮箱地址:xiaolong.zheng@ia.ac.cn。让我们一起进步,共同努力,实现梦想!

      具备以下能力者,本人优先考虑:

      1)诚实守信、吃苦耐劳、有独立思考能力者;

      2)有一定的编程能力和数学基础者;

      3)具有思想积极向上、遇事不悲观者。


      

招生专业
081203-计算机应用技术
0811J2-社会计算
081104-模式识别与智能系统
招生方向
社会计算
知识图谱
大数据技术及应用

教育背景

2006-09--2009-07   中国科学院自动化研究所   工学博士
2003-09--2006-07   北京交通大学   工学硕士
1999-09--2017-07   中国计量大学(原中国计量学院)   工学学士

工作经历

2009年博士毕业留所工作至今  历任助理研究员、副研究员、研究员。

2019年至今任自动化所互联网大数据与安全信息学研究中心书记,获得“2020年度自动化所先进基层党组织”、"2020年度自动化所优秀党务工作者"、“2020年度中国科学院先进基层党组织”、“2021年度自动化所先进基层党组织”、“2021年度中央和国家机关先进基层党组织”等荣誉称号。

工作简历
2019-06~现在, 自动化所互联网大数据与安全信息学研究中心, 书记
2018-11~现在, 中国科学院自动化研究所, 研究员
2012-11~2018-10,中国科学院自动化研究所, 副研究员
2009-07~2017-05,中国科学院自动化研究所, 助理研究员
社会兼职
2020-12-31-2021-12-30,IEEE International Conference on Intelligence and Security Informatics, Publicity Co-Chair
2020-12-01-今,玉泉智库, 首批入驻专家
2020-09-30-2021-09-29,国家自然科学基金委“复杂系统与管理”双清论坛, 秘书组成员
2020-05-20-今,国际赛博空间指挥、控制与管理论坛, 共同主席
2019-10-18-今,中国指挥与控制学会大数据科学与工程专委会, 总干事兼副主任委员
2019-10-01-2020-12-31,国家自然科学基金委“政策信息学与政策智能”双清论坛, 秘书组成员
2019-08-15-今,中国优选法统筹法与经济数学研究会, 青年工作委员会委员
2018-10-31-2019-12-27,IEEE International Conference on Intelligence and Security Informatics(领域顶级学术会议), 执行主席
2017-12-31-2018-12-30,International Conference for Smart Health 2018, 出版主席
2017-10-26-今,中国人工智能发展产业联盟, 学术与知识产权工作组副组长
2017-08-25-今,Springer Security Informatics, 副主编
2017-05-27-今,中国指挥与控制学会青年科学家工作委员会, 常务委员
2016-12-31-2017-12-30,International Conference for Smart Health 2017, 出版主席
2016-12-27-2017-12-26,IEEE International Conference on Intelligence and Security Informatics(领域顶级学术会议), 执行主席
2015-12-31-2017-12-30,International Conference for Smart Health 2016, 出版主席
2015-08-26-今,中国计算机学会大数据专家委员会, 通讯委员
2015-05-31-今,IEEE Intelligent Transportation Systems Society, Advisor of Beijing Student Branch Chapter
2014-12-31-2015-12-30,International Conference for Smart Health 2015, 出版主席
2014-04-28-2017-05-27,中国指挥与控制学会青年科学家工作委员会, 委员
2014-03-31-2015-03-31,中关村移动互联网产业联盟大数据专业委员会, 副主任委员
2013-12-31-2014-12-30,International Conference for Smart Health 2014, 执行主席
2013-04-30-今,中国中文信息学会社会媒体处理专业委员会, 委员
2012-12-31-2013-12-30,23rd International Joint Conference on Artifical Intelligence Workshop on Pacific Asia Workshop on Intelligence and Security Informatics, 执行主席
2012-12-31-2013-12-30,International Conference for Smart Health 2013, 出版主席
2011-12-31-2012-12-31,ACM 社会与经济计算分会, 秘书长
2010-12-31-2011-12-30,Pacific Asia Workshop on Intelligence and Security Informatics, 执行主席

教授课程

复杂系统与复杂网络
网络大数据技术及应用
社会计算

专利与奖励

已获得授权专利和软件著作权10余项,获得省部级科技奖励4项,已获得4次最佳论文奖或优秀论文奖。

奖励信息
(1) 情报与安全信息学关键技术研发及应用, 一等奖, 部委级, 2013
(2) 社会因果推理的计算理论及应用, 二等奖, 部委级, 2012
(3) 北京市传染病预警技术的研究及应用, 三等奖, 省级, 2012
(4) 重大疫情现场流行病学调查与智能分析系统, 三等奖, 部委级, 2011

出版信息

已在《INFORMS Journal on Computing》(UTD Top 24期刊,领域顶级学术期刊)、《Information Fusion》 (领域顶级学术期刊)、《ACM Computing Surveys》(领域顶级学术期刊)、等国内外顶级或知名学术期刊、杂志和会议发表学术论文130余篇,其中,期刊论文60余篇,最佳会议论文或优秀论文4篇。论文已被国内外同行广泛引用以及积极评价。


部分期刊论文
[1] 田虎, 郑晓龙. Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions. INFORMS JOURNAL ON COMPUTING[J]. 2022, [2] Zhang, Xingwei, Zheng, Xiaolong, Mao, Wenji. Adversarial Perturbation Defense on Deep Neural Networks. ACM COMPUTING SURVEYS[J]. 2021, 54(8): [3] Zhang, Zhu, Wei, Xuan, Zheng, Xiaolong, Zeng, Daniel Dajun. Predicting product adoption intentions: An integrated behavioral model-inspired multiview learning approach. INFORMATION & MANAGEMENT[J]. 2021, 58(7): http://dx.doi.org/10.1016/j.im.2021.103484.
[4] Zhang, Zhu, Wei, Xuan, Zheng, Xiaolong, Li, Qiudan, Zeng, Daniel Dajun. Detecting Product Adoption Intentions via Multiview Deep Learning. INFORMS JOURNAL ON COMPUTING. 2021, [5] Zheng, Xiaolong, Wang, Xiao, Li, Zepeng, Jing, Rongrong, Xu, Shuqi, Wang, Tao, Li, Lifang, Zhang, Zhenwen, Zhang, Qingpeng, Jiang, Huaiguang, Guo, Zhihua, Zhang, Xiaowei, Wang, FeiYue. Donald J. Trump's Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS[J]. 2021, 8(2): 279-293, http://dx.doi.org/10.1109/TCSS.2021.3063167.
[6] Wu, Desheng, Song, Jingxiu, Bian, Yuan, Zheng, Xiaolong, Zhang, Zhu. Risk perception and intelligent decision in complex social information network. INDUSTRIAL MANAGEMENT & DATA SYSTEMS[J]. 2021, 121(1): 99-110, https://www.webofscience.com/wos/woscc/full-record/WOS:000600828100001.
[7] Liang, Yunji, Li, Huihui, Guo, Bin, Yu, Zhiwen, Zheng, Xiaolong, Samtani, Sagar, Zeng, Daniel D. Fusion of heterogeneous attention mechanisms in multi-view convolutional neural network for text classification. INFORMATION SCIENCES[J]. 2021, 548: 295-312, http://dx.doi.org/10.1016/j.ins.2020.10.021.
[8] Liang, Yunji, Guo, Bin, Yu, Zhiwen, Zheng, Xiaolong, Wang, Zhu, Tang, Lei. A multi-view attention-based deep learning system for online deviant content detection. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS[J]. 2021, 24(1): 205-228, https://www.webofscience.com/wos/woscc/full-record/WOS:000574077000001.
[9] Chen, Hanxiao, Zheng, Xiaolong, Zeng, Daniel Dajun. Analyzing the co-movement and its spatial-temporal patterns in Chinese stock market. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2020, 555: http://dx.doi.org/10.1016/j.physa.2020.124655.
[10] Tian, Hu, Zheng, Xiaolong, Zeng, Daniel Danjun. Analyzing the dynamic sectoral influence in Chinese and American stock markets. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2019, 536: http://dx.doi.org/10.1016/j.physa.2019.04.158.
[11] Liang, Yunji, Zheng, Xiaolong, Zeng, Daniel D. A survey on big data-driven digital phenotyping of mental health. INFORMATION FUSION[J]. 2019, 52: 290-307, http://dx.doi.org/10.1016/j.inffus.2019.04.001.
[12] He, Saike, Zheng, Xiaolong, Zeng, Daniel Dajun. Modeling online user behaviors with competitive interactions. INFORMATION & MANAGEMENT[J]. 2019, 56(4): 463-475, http://ir.ia.ac.cn/handle/173211/24412.
[13] Daniel Zeng, Saike He, Xiaolong Zheng. The Dynamics of Health Sentiments with Competitive Interactions in Social Media. Intelligence and Security Informatics (ISI), 2017 IEEE International Conference onnull. 2017, http://ir.ia.ac.cn/handle/173211/15358.
[14] Saike He, Xiaolong Zheng, Daniel Zeng. Modeling Online Collective Emotions Through Knowledge Transfer. Intelligence and Security Informatics (ISI), 2017 IEEE International Conference onnull. 2017, http://ir.ia.ac.cn/handle/173211/15356.
[15] Wenji Mao, Daniel Zeng, Xiaolong Zheng, Chenxi Cui. Mining User Intents in Online Interactions: Applying to Discussions About Medical Event on SinaWeibo Platform. 2017, http://ir.ia.ac.cn/handle/173211/19860.
[16] Zhang, Xingwei, Zheng, Xiaolong, Zeng, Daniel Dajun. The dynamic interdependence of international financial markets: An empirical study on twenty-seven stock markets. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2017, 472: 32-42, http://dx.doi.org/10.1016/j.physa.2016.12.062.
[17] He, Saike, Zheng, Xiaolong, Zeng, Daniel, Zheng, XD, Zhang, H, Xing, CX, Wang, GA, Zhou, L, Luo, B. The Dynamics of Health Sentiments with Competitive Interactions in Social Media. 2017 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI)null. 2017, 101-106, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426904900018.
[18] He, Saike, Zheng, Xiaolong, Zeng, Daniel, Zheng, XD, Zhang, H, Xing, CX, Wang, GA, Zhou, L, Luo, B. Modeling Online Collective Emotions Through Knowledge Transfer. 2017 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI)null. 2017, 194-196, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426904900045.
[19] Saike He, Xiaolong Zheng, Jiaojiao Wang, Zhijun Chang, Yin Luo, Daniel Zeng. Meme Extraction and Tracing in Crisis Events. 2016 IEEE Conference on Intelligence and Security Informaticsnull. 2016, http://ir.ia.ac.cn/handle/173211/12092.
[20] Liang, Yunji, Zhou, Xingshe, Zeng, Daniel Dajun, Guo, Bin, Zheng, Xiaolong, Yu, Zhiwen. An Integrated Approach of Sensing Tobacco-Oriented Activities in Online Participatory Media. IEEE SYSTEMS JOURNAL[J]. 2016, 10(3): 1193-1202, http://ir.ia.ac.cn/handle/173211/12634.
[21] Zhang, Zhu, Zheng, Xiaolong, Zeng, Daniel Dajun, Leischow, Scott J. Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States. JOURNAL OF MEDICAL INTERNET RESEARCH[J]. 2016, 18(9): 231-240, http://dx.doi.org/10.2196/jmir.5802.
[22] Zhang, Zhu, Zheng, Xiaolong, Zeng, Daniel Dajun. A framework for diversifying recommendation lists by user interest expansion. KNOWLEDGE-BASED SYSTEMS[J]. 2016, 105: 83-95, http://dx.doi.org/10.1016/j.knosys.2016.05.010.
[23] He, Saike, Zheng, Xiaolong, Zeng, Daniel, Luo, Chuan, Zhang, Zhu. Exploring Entrainment Patterns of Human Emotion in Social Media. PLOS ONE[J]. 2016, 11(3): http://www.irgrid.ac.cn/handle/1471x/1047056.
[24] He, Saike, Zheng, Xiaolong, Zeng, Daniel. A model-free scheme for meme ranking in social media. DECISION SUPPORT SYSTEMS[J]. 2016, 81: 1-11, http://dx.doi.org/10.1016/j.dss.2015.10.002.
[25] 郑晓龙. Growth Pattern of Pro E-cigarette Users in Social Media. 2016, http://ir.ia.ac.cn/handle/173211/20843.
[26] He Saike, Zheng Xiaolong, Wang Jiaojiao, Chang Zhijun, Luo Yin, Zeng Daniel, Zhou L, Kaati L, Mao W, Wang GA. Meme Extraction and Tracing in Crisis Events. IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS: CYBERSECURITY AND BIG DATAnull. 2016, 61-66, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000390129600011.
[27] Daniel Dajun Zeng, Yunji Liang, Scott J Leischow, Xiaolong Zheng. Characterizing the Impact of Flavor in E-cigarette Marketing. 2016, http://ir.ia.ac.cn/handle/173211/20844.
[28] Zheng, Xiaolong, Zeng, Daniel, Wang, FeiYue. Social balance in signed networks. INFORMATION SYSTEMS FRONTIERS[J]. 2015, 17(5): 1077-1095, http://ir.ia.ac.cn/handle/173211/9009.
[29] Liang, Yunji, Zheng, Xiaolong, Zeng, Daniel Dajun, Zhou, Xingshe, Leischow, Scott James, Chung, Wingyan. Characterizing Social Interaction in Tobacco-Oriented Social Networks: An Empirical Analysis. SCIENTIFIC REPORTS[J]. 2015, 5: http://dx.doi.org/10.1038/srep10060.
[30] He Saike, Zheng Xiaolong, Zeng Daniel, Xu Bo, Li Changliang, Tian Guanhua, Hao Hongwei. Modeling Emotion Entrainment of Online Users in Emergency Events. 2015 IEEE International Conference on Intelligence and Security Informatics (ISI)null. 2015, http://ir.ia.ac.cn/handle/173211/10777.
[31] Zhu Zhang, Xiaolong Zheng, Daniel Dajun Zeng, Scott J Leischow. Information Seeking Regarding Tobacco and Lung Cancer: Effects of Seasonality. PLOS ONE[J]. 2015, 10(3): http://dx.doi.org/10.1371/journal.pone.0117938.
[32] Liang, Yunji, Zheng, Xiaolong, Zeng, Daniel Dajun, Zhou, Xingshe, Leischow, Scott James, Chung, Wingyan. Exploring How the Tobacco Industry Presents and Promotes Itself in Social Media. JOURNAL OF MEDICAL INTERNET RESEARCH[J]. 2015, 17(1): http://ir.ia.ac.cn/handle/173211/12196.
[33] Daniel Zeng, Xiaolong Zheng, Yunji Liang, Xingshe Zhou. Impact of Flavor on Electronic Cigarette Marketing in Social Media. 2015, http://ir.ia.ac.cn/handle/173211/20842.
[34] Chuan Luo, Daniel Zeng, Xiaolong Zheng. Inferring Social Influence and Meme Interaction with Hawkes Processes. 2015, http://ir.ia.ac.cn/handle/173211/20840.
[35] Xiaolong Zheng, Chuan Luo, Daniel Zeng. Inferring Social Influence and Meme Interaction with Hawkes. 2015, http://ir.ia.ac.cn/handle/173211/20237.
[36] He, Saike, Zheng, Xiaolong, Zeng, Daniel, Xu, Bo, Tian, Guanhua, Hao, Hongwei, Huang, H, Liu, T, Zhang, HP, Tang, J. Emotion Evolution under Entrainment in Social Media. SOCIAL MEDIA PROCESSINGnull. 2014, 489: 155-163, http://ir.ia.ac.cn/handle/173211/10780.
[37] Luo, Chuan, Zheng, Xiaolong, Zeng, Daniel Dajun, Leischow, Scott. Portrayal of electronic cigarettes on YouTube. BMC PUBLIC HEALTH[J]. 2014, 14(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000343284200001.
[38] Wang, Youzhong, Zeng, Daniel, Zhu, Bin, Zheng, Xiaolong, Wang, Feiyue. Patterns of news dissemination through online news media: A case study in China. INFORMATION SYSTEMS FRONTIERS[J]. 2014, 16(4): 557-570, http://dx.doi.org/10.1007/s10796-012-9358-9.
[39] Liu, Wenli, Zheng, Xiaolong, Wang, Tao, Wang, Hui. Collaboration Pattern and Topic Analysis on Intelligence and Security Informatics Research. IEEE INTELLIGENT SYSTEMS[J]. 2014, 29(3): 39-46, https://www.webofscience.com/wos/woscc/full-record/WOS:000341575700006.
[40] Scott J Leischow, Chuan Luo, Kainan Cui, Xiaolong Zheng, Daniel Dajun Zeng. Are E-cigarette Companies Targeting Youth? An Empirical Study Based on Social Media. 2014, http://ir.ia.ac.cn/handle/173211/20834.
[41] Zhu Zhang, Kainan Cui, Xiaolong Zheng, Daniel Zeng. Analyzing Spatial-temporal Patterns of Online Public Attentions in Emergency Events: A Case Study of 2009 H1N1 Influenza Outbreak in China. 2014, http://ir.ia.ac.cn/handle/173211/20835.
[42] He Saike, Zheng Xiaolong, Bao Xiuguo, Ma Hongyuan, Zeng Daniel, Xu Bo, Li Changliang, Hao Hongwei, Wu X, Ester M, Xu G. Characterizing Emotion Entrainment in Social Media. 2014 PROCEEDINGS OF THE IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2014)null. 2014, 642-648, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000366606600103.
[43] He, Saike, Zheng, Xiaolong, Bao, Xiuguo, Ma, Hongyuan, Zeng, Daniel, Xu, Bo, Tian, Guanhua, Hao, Hongwei, IEEE. Ranking Online Memes in Emergency Events Based on Transfer Entropy. 2014 IEEE JOINT INTELLIGENCE AND SECURITY INFORMATICS CONFERENCE (JISIC)null. 2014, 236-239, http://dx.doi.org/10.1109/JISIC.2014.44.
[44] 林俊杰, 王磊, 毛熙哲, 郑晓龙. 基于用户关联关系的微博数据采集系统设计与实现. 中国自动化学会通讯[J]. 2014, 6(2): 40-46, http://ir.ia.ac.cn/handle/173211/20812.
[45] Chuan Luo, Scott J Leischow, Daniel Dajun Zeng, Xiaolong Zheng. Content and Youth Access of Electronic Cigarette Videos on Youtube. 2014, http://ir.ia.ac.cn/handle/173211/20833.
[46] Hongwei Hao, Bo Xu, Guanhua Tian, Zheng Xiaolong, He Saike, Daniel Zeng. Ranking Online Memes in Emergency Events Based on Transfer Entropy. IEEE Joint Intelligence and Security Informatics Conference (JISIC)null. 2014, 236-239, http://ir.ia.ac.cn/handle/173211/5295.
[47] Guanhua Tian, Saike He, Xiaolong Zheng, Xiuguo Bao, Hongyuan Ma, Hongwei Hao, Daniel Zeng, Bo Xu. Ranking Online Memes in Emergency Events Based on Transfer Entropy. 2014, http://ir.ia.ac.cn/handle/173211/20838.
[48] Cui Kainan, Zheng Xiaolong, IEEE. Computational Experiments Based on Competitive Influence Diffusion Model. 2014 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI)null. 2014, 329-333, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000356136700063.
[49] Kainan Cui, Chuan Luo, Xiaolong Zheng, Daniel Zeng. Time Critical Disinformation Influence Minimization in Online Social Networks. 2014 IEEE JOINT INTELLIGENCE AND SECURITY INFORMATICS CONFERENCE (JISIC)null. 2014, 68-74, http://dx.doi.org/10.1109/JISIC.2014.20,http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000411486600010.
[50] Daniel Zeng, Xiaolong Zheng. Causal Inference in Social Media Using Convergent Cross Mapping. IEEE Joint Intelligence and Security Informatics Conferencenull. 2014, 260 - 263, http://ir.ia.ac.cn/handle/173211/5102.
[51] 曾大军, 郑晓龙. 网络大数据挖掘技术及其应用. 智能网络与指挥控制null. 2014, http://ir.ia.ac.cn/handle/173211/20856.
[52] Kainan Cui, Daniel Dajun Zeng, Xiaolong Zheng, Scott J Leischow. Health-related Effects Reported by Electronic Nicotine Delivery Systems (ENDS) Users in Chinese Social Media. 2014, http://ir.ia.ac.cn/handle/173211/20832.
[53] Xiaolong Zheng, Chuan Luo, Scott Leischow, Daniel Dajun Zeng. Content and Youth Access to Electronic Cigarette Videos on YouTube. 2014, http://ir.ia.ac.cn/handle/173211/20841.
[54] Kainan Cui, Xiaolong Zheng. Computational Experiments Based on Competitive Influence Diffusion Model. 2014 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI)null. 2014, 329-333, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000356136700063.
[55] 郑晓龙, 王飞跃, 曾大军, 李林静. 大数据与社会计算. 大数据时代的科研活动null. 2014, http://ir.ia.ac.cn/handle/173211/20855.
[56] Daniel Zeng, Xiaolong Zheng. Time Critical Disinformation Influence Minimization in Online Social Networks. IEEE Joint Intelligence and Security Informatics Conferencenull. 2014, 68-74, http://ir.ia.ac.cn/handle/173211/5110.
[57] Xiaolong Zheng, Kainan Cui, Daniel Zeng. An Empirical Analysis on Communications about Electronic Nicotine Delivery Systems (ENDS) in Chinese Social Media. 2014, http://ir.ia.ac.cn/handle/173211/20836.
[58] He Saike, Zheng Xiaolong, Zeng Daniel, Cui Kainan, Zhang Zhu, Luo Chuan. Identifying peer influence in online social networks using transfer entropy. PAISI’13, in conjunction IJCAI’13null. 2013, 47-61, http://ir.ia.ac.cn/handle/173211/10781.
[59] Duan, Wei, Qiu, Xiaogang, Cao, Zhidong, Zheng, Xiaolong, Cui, Kainan. Heterogeneous and Stochastic Agent-Based Models for Analyzing Infectious Diseases' Super Spreaders. IEEE INTELLIGENT SYSTEMS[J]. 2013, 28(4): 18-25, http://www.irgrid.ac.cn/handle/1471x/973055.
[60] 郑晓龙. 基于社会媒体的Meme传播机理研究. 2013, http://ir.ia.ac.cn/handle/173211/20854.
[61] Heng Gao, Qiudan Li, Xiaolong Zheng. Label Micro-blog Topics Using the Bayesian Inference Method. 2013, http://ir.ia.ac.cn/handle/173211/20831.
[62] Zheng Xiaolong, He Saike, Zeng Daniel Dajun. Discovering Seasonal Patterns of Smoking Behavior Using Online Search Information. IEEE International Conference on Intelligence and Security Informatics (ISI)null. 2013, 371-373, http://ir.ia.ac.cn/handle/173211/5086.
[63] Daniel Zeng, Yunji Liang, Xiaolong Zheng, Xingshe Zhou, Scott Leischow. An Empirical Analysis of Social Interaction on Tobacco-Oriented Social Network. 2013, http://ir.ia.ac.cn/handle/173211/20829.
[64] Zhang, Zhu, Zeng, Daniel D, Abbasi, Ahmed, Peng, Jing, Zheng, Xiaolong. A Random Walk Model for Item Recommendation in Social Tagging Systems. ACM TRANSACTIONS ON MANAGEMENT INFORMATION SYSTEMS[J]. 2013, 4(2): [65] 赵学亮, 文丁, 郑晓龙, 崔凯楠. 计算实验研究方法及应用. 自动化学报[J]. 2013, 39(8): 1157-1169, [66] Alan G Wang, Hsinchun Chen, Michael Chau, Xiaolong Zheng. Intelligence and Security Informatics. Springernull. 2013, http://ir.ia.ac.cn/handle/173211/20814.
[67] Daniel Zeng, Kainan Cui, Zhu Zhang, Saike He, Xiaolong Zheng, Chuan Luo. An Empirical Study of Information Diffusion in Micro-blogging Systems during Emergency Events. 2013, http://ir.ia.ac.cn/handle/173211/20828.
[68] Zheng, Xiaolong, Zhong, Yongguang, Zeng, Daniel, Wang, FeiYue. Social influence and spread dynamics in social networks. FRONTIERS OF COMPUTER SCIENCEnull. 2012, 6(5): 611-620, http://dx.doi.org/10.1007/s11704-012-1176-1.
[69] Song, Shuangyong, Li, Qiudan, Zheng, Xiaolong. Detecting Popular Topics in Micro-blogging Based on a User Interest-Based Model. International Joint Conference on Neural Networks (IJCNN)null. 2012, http://www.irgrid.ac.cn/handle/1471x/972603.
[70] 崔凯楠, 王飞跃, 曾大军, 郑晓龙. 社会媒体分析与智能研究进展. 海外学人[J]. 2012, 3(3): 3-13, http://ir.ia.ac.cn/handle/173211/20808.
[71] 刘宏杰, 陆浩, 张楠, 郑晓龙. 基于微博的六度空间理论研究. 计算机应用研究[J]. 2012, 29(8): 2826-2829, http://lib.cqvip.com/Qikan/Article/Detail?id=42855654.
[72] Xiaolong ZHENG, Yongguang ZHONG, Daniel ZENG, Fei-Yue WANG. Social influence and spread dynamics in social networks. 中国计算机科学前沿:英文版. 2012, 6(5): 611-620, http://lib.cqvip.com/Qikan/Article/Detail?id=43682874.
[73] 曾大军, 郑晓龙, 罗川. 利用随机实验识别网络中的社会影响力. 中国自动化学会通讯[J]. 2012, 33(3): 40-45, http://ir.ia.ac.cn/handle/173211/20809.
[74] Nan Zhang, Hao Lu, Xiaolong Zheng, Xingkai Sun. Research on Intelligent Scientific Research Collaboration Platform and Taking Journal Intelligence System as example. 2012, http://ir.ia.ac.cn/handle/173211/20827.
[75] 郑晓龙. 社会标签网络结构特征及演化行为分析. 2012, http://ir.ia.ac.cn/handle/173211/20853.
[76] Zheng, Xiaolong, Ke, Guanyan, Zeng, Daniel D, Ram, Sudha, Lu, Hao. Next-Generation Team-Science Platform for Scientific Collaboration. IEEE INTELLIGENT SYSTEMS[J]. 2011, 26(6): 72-76, http://dx.doi.org/10.1109/MIS.2011.104.
[77] Zeng Daniel, Cao Zhidong, Zheng Xiaolong. The impact of community structure of social contact network on epidemic outbreak and effectiveness of non-pharmaceutical interventions. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)null. 2011, 108-120, http://ir.ia.ac.cn/handle/173211/5038.
[78] Michael Chau, Alan G Wang, Xiaolong Zheng, Hsinchun Chen, Daniel Zeng, Wenji Mao. Intelligence and Security Informatics. LNCSnull. 2011, http://ir.ia.ac.cn/handle/173211/20815.
[79] 曾大军, 崔凯楠, 张清鹏, 王飞跃, 钟永光, 郑晓龙. 基于网络信息的社会动力学研究. 复杂系统与复杂性科学. 2011, 8(3): 1-12, http://lib.cqvip.com/Qikan/Article/Detail?id=39166358.
[80] Cao Zhidong, Zeng Daniel, Zheng Xiaolong. A geospatial analysis on the potential value of news comments in infectious disease surveillance. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)null. 2011, 85-93, http://ir.ia.ac.cn/handle/173211/4979.
[81] 郑晓龙, 李建, 王友忠, 姚庆明. 社会媒体中的网络口碑传播动力学研究. 2011, http://ir.ia.ac.cn/handle/173211/20849.
[82] 郑晓龙, 曾轲, 郑敏, 崔凯楠. 社会媒体中的意见网络实证分析. 2011, http://ir.ia.ac.cn/handle/173211/20852.
[83] 郑晓龙, 李林静, 曹志冬, 崔凯楠. 基于社会媒体信息的网民动力学行为研究. 2011, http://ir.ia.ac.cn/handle/173211/20851.
[84] Lei Wang, Saike He, Xiaolong Zheng, Changli Zhang. Topic Oriented Information Detection and Scoring. 2011, http://ir.ia.ac.cn/handle/173211/20826.
[85] 郑晓龙, 李晓晨. 基于社会计算的行为建模与预测. 2011, http://ir.ia.ac.cn/handle/173211/20850.
[86] He Saike, Zheng Xiaolong, Wang Lei. Topic-oriented information detection and scoring. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)null. 2011, 36-42, http://ir.ia.ac.cn/handle/173211/5039.
[87] Cao ZhiDong, Zeng DaJun, Zheng XiaoLong, Wang QuanYi, Wang FeiYue, Wang JinFeng, Wang XiaoLi. Spatio-temporal evolution of Beijing 2003 SARS epidemic. SCIENCE CHINA-EARTH SCIENCES[J]. 2010, 53(7): 1017-1028, http://dx.doi.org/10.1007/s11430-010-0043-x.
[88] Cao ZhiDong, Zeng DaJun, Wang QuanYi, Zheng XiaoLong, Wang FeiYue. An epidemiological analysis of the Beijing 2008 Hand-Foot-Mouth epidemic. CHINESE SCIENCE BULLETIN[J]. 2010, 55(12): 1142-1149, http://lib.cqvip.com/Qikan/Article/Detail?id=33621612.
[89] 曾大军, 曹志冬, 郑晓龙, 王全意, 王飞跃. 2008年北京市手足口病流行的规律与传播机制. 科学通报. 2010, 764-772, http://lib.cqvip.com/Qikan/Article/Detail?id=33620356.
[90] 郑晓龙, 曹志冬, 曾大军, 王飞跃, 王全意, 宋宏彬, 王小莉. 甲型H1N1早期流行的时空特征与社会经济因子研究. 2010, http://ir.ia.ac.cn/handle/173211/20846.
[91] 曹志冬, 曾大军, 郑晓龙, 王全意, 王飞跃, 王劲峰, 王小莉. 北京市SARS流行的特征与时空传播规律. 中国科学:地球科学[J]. 2010, 776-788, http://lib.cqvip.com/Qikan/Article/Detail?id=34347907.
[92] Zeng Daniel, Zheng Xiaolong, Wang FeiYue. Modeling open source software bugs with complex networks. IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)null. 2010, 375-379, http://ir.ia.ac.cn/handle/173211/5015.
[93] 崔凯楠, 曹佳, 曾轲, 郑晓龙, 曹志冬, 郑敏. 网络拓扑结构对甲型 H1N1 传播影响的研究. 2010, http://ir.ia.ac.cn/handle/173211/20847.
[94] 张奕, 邓瑛, 王小莉, 王全意, 曾大军, 曹志冬, 王飞跃, 郑晓龙. 北京市甲型HINl早期流行的特征与时空演变模式. 地理学报[J]. 2010, 65(3): 361-368, http://ir.ia.ac.cn/handle/173211/14983.
[95] 曹志冬, 曾大军, 王飞跃, 王全意, 王小莉, 王姣姣, 郑晓龙. 2009年北京市甲型H1N1流行的气象因子与时空传播风险. 科技导报. 2010, 26-32, http://lib.cqvip.com/Qikan/Article/Detail?id=33676142.
[96] CAO ZhiDong, ZENG DaJun, WANG QuanYi, ZHENG XiaoLong, WANG FeiYue. An epidemiological analysis of the Beijing 2008 Hand-Foot-Mouth epidemic. 中国科学通报:英文版. 2010, 1142-1149, http://lib.cqvip.com/Qikan/Article/Detail?id=33621612.
[97] Zheng Xiaolong, Zeng Daniel, Cao Zhidong. Using multi-source web data for epidemic surveillance: A case study of the 2009 Influenza A (H1N1) pandemic in Beijing. IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)null. 2010, 76-81, http://ir.ia.ac.cn/handle/173211/5040.
[98] 王小莉, 曹志冬, 曾大军, 王飞跃, 王全意, 郑晓龙, 宋宏彬. 北京市甲型H1N1 时空传播过程的人工社会建模. 2010, http://ir.ia.ac.cn/handle/173211/20848.
[99] 郑晓龙, 王娇娇, 王小莉, 王全意, 王飞跃, 曾大军, 曹志冬. 2009年北京市甲型H1N1流行的气象因子与时空传播风险. 科技导报. 2010, 26-32, http://lib.cqvip.com/Qikan/Article/Detail?id=33676142.
[100] 王小莉, 王全意, 郑晓龙, 王飞跃, 曾大军, 曹志冬, 邓瑛, 张奕. 北京市甲型H1N1早期流行的特征与时空演变模式. 地理学报. 2010, 65(3): 361-368, http://lib.cqvip.com/Qikan/Article/Detail?id=33352895.
部分学术著作
(1) Proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics 2011, Springer, 2011-07, 第 3 作者
(2) Intelligent Systems for Security Informatics, Elsevier, 2012-06, 第 3 作者
(3) Proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics 2013, Springer, 2013-06, 第 2 作者
(4) Proceedings of International Conference for Smart Health 2013, Springer, 2013-08, 第 5 作者
(5) Proceedings of the International Conference for Smart Health 2014, Springer, 2014-08, 第 1 作者
(6) Proceedings of the International Conference for Smart Health 2015, Springer, 2016-02, 第 1 作者
(7) 2017 IEEE International Conference on Intelligence and Security Informatics, IEEE, 2017-07, 第 1 作者
(8) 2019 IEEE International Conference on Intelligence and Security Informatics, IEEE Press, 2019-07, 第 1 作者

科研活动

作为项目负责人已承担国家及相关项目20余项,包括:国家重点研发计划项目、国家科技重大专项项目、国家自然基金委重点支持项目、国家自然科学基金委面上项目、青年项目以及国际合作项目、北京青年英才项目以及多项重要横向合作项目,作为核心骨干成员参与国家重要项目20余项,课题总经费超过亿元;所主持或作为核心骨干参与的国家相关项目成果已获得成功应用和广泛推广,多个项目结题获评“特优”或者“优秀”, 研究成果被集成到“十一五”、“十二五”国家科技重大专项的科研平台,入选国家自然科学基金委年度优秀成果。

部分科研项目
( 1 ) 基于互联网传染病实时态势感知的大数据预测预警系统的建立, 主持, 国家级, 2017-01--2020-12
( 2 ) 大数据驱动的安全信息学(项目核心骨干成员), 参与, 国家级, 2017-01--2022-12
( 3 ) 大数据计算关键技术及应用研究(实际执行人), 参与, 国家级, 2017-09--2020-09
( 4 ) 大数据分析关键技术及其应用, 参与, 部委级, 2019-01--2020-06
( 5 ) 举办2017年情报与安全信息学国际会议, 主持, 研究所(学校), 2017-06--2019-12
( 6 ) 大数据信息平台, 主持, 院级, 2017-01--2020-06
( 7 ) 大数据分析技术研究, 主持, 研究所(学校), 2017-04--2022-10
( 8 ) 事件预测预警技术研究, 主持, 国家级, 2019-12--2021-12
( 9 ) 社会计算与分析技术研究, 参与, 部委级, 2020-01--2020-12
( 10 ) 多模态数据计算, 参与, 部委级, 2018-06--2019-06
( 11 ) 知识图谱分析系统构建与决策支持, 主持, 部委级, 2020-01--2021-09
( 12 ) 跨模态多语言大数据驱动的社会风险感知与理解, 主持, 国家级, 2020-11--2024-10
( 13 ) 海量非结构化社交信息综合分析技术, 主持, 国家级, 2019-11--2021-12
( 14 ) 大数据驱动的企业智能解析与决策支持平台, 主持, 部委级, 2020-07--2021-06

合作情况

与卡内基.梅隆大学、沃顿商学院、加州大学、西北大学、马里兰大学、佐治亚理工大学、亚利桑那大学、Mayo Clinic、香港大学、香港城市大学、清华大学、北京大学等国内外知名学术机构保持长期学术合作。

指导学生

已指导学生

苗圃  硕士研究生  085211-计算机技术  

现指导学生

荆蓉蓉  硕士研究生  0811J2-社会计算  

王桐煊  硕士研究生  085211-计算机技术  

白松冉  硕士研究生  0811J2-社会计算  

周刚  硕士研究生  085400-电子信息  

邓紫臻  硕士研究生  0811J2-社会计算  

黄海涛  硕士研究生  0811J2-社会计算  

潘辉  硕士研究生  085400-电子信息