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黄科满
黄科满,男,博士,副教授,硕士生导师黄科满,男,博士,副教授,硕士生导师,中国人民大学杰出学者A,麻省理工斯隆商学院网络安全研究中心(Cybersecurity at MIT Sloan,MIT CAMS)兼职研究员,人民大学智慧养老研究所副所长,中国人民大学区块链研究院研究员,中国人民大学网络空间发展与战略研究院研究员,国际网络安全专家(CISSP)认证。基于案例分析、数据实证、模拟推演和社会实验等多学科研究范式,分析智能数字创新生态(如群智服务生态、数商生态、创新生态等)的自适应行为和动态演化规律,探讨企业和政府构建数字生态和网络安全治理体系的路径和模式,探索人智混合生态系统协同增长的机理和技术。目前已经在计算机、管理和政策领域的顶级期刊会议包括斯隆管理评论、哈佛商业评论、ACM CSCW、IEEE TSC、IEEE TASE、IEEE TC、ACM Computing Survey等发表论文70余篇。部分研究成果被中央、发改委、网信办、卫健委、军科委等相关国家部委采纳和批示,并应用于腾讯、摩根斯坦利、BV Tech、纳斯达克等国内外企业,成为MIT等名校的教学材料,被斯隆管理评论和哈佛商业评论等选为数字经济管理必读材料。申请专利和软件著作权多项。

电子邮箱:keman@ruc.edu.cn

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教育经历
2009年本科毕业于清华大学自动化系和经管学院      
2014年博士毕业于清华大学自动化系
工作经历
2014年10月至2017年3月,天津大学,计算机科学与技术学院      
2015年10月至2021年1月,麻省理工,斯隆管理学院,网络安全研究中心,访问学者、博士后、研究科学家(Research Scientist)、独立项目负责人(PI)
研究方向
人智交互;数据治理;数字安全行为、政策和策略;数字经济与转型;数字攻防创新生态;群智生态;复杂网络与复杂系统
讲授课程
数据结构与算法I      
数据库系统与数据挖掘
科研项目

(10) 国家重点研发计划项目《智能社会治理实验演化推演关键技术研究与应用示范》子课题,“典型场景下智能社会治理实验干预的效能评估应用”,2023-2025年,在研,主持

(9)中国人民大学科学研究基金项目(理工类),新教师启动金,数商服务生态系统建模与治理,2022-2024年,在研,主持    

(8)中国人民大学科学研究基金项目,研究报告系列项目,智慧助老生态体系发展报告,2022年,在研,主持      
(7)国家自然科学基金委员会,面上项目,62172425,基于多代理深度强化学习的服务生态系统治理动态建模和优化关键技术研究,2022-01至2025-12,在研,主持      
(6)思科-高校研究基金委员会(Cisco Research Center University Funding Committee),2307384,网络安全风险管理间接损失量化研究(Quantifying Secondary Loss Factors for Cyber Risk Management),2020-09至2021-08,在研,共同主持      
(5)MIT-Internet Policy Research Initiative Funding, MIT-International Policy Lab, 网络安全对国际数字贸易的影响, 2017至2019, 结题,参与,项目核心研究员      
(4) 国家自然科学基金委员会,面上项目,61672377,基于通用GPU的RDF流数据推理架构和核心算法,2017-01至2020-12,结题,参加      
(3) 国家自然科学基金委员会,青年基金项目,61502333,基于复杂系统理论的服务生态系统演化机理研究,2016-01至2018-12,结题,主持      
(2) 国家自然科学基金委员会,面上项目,61572350,社会移动云环境下的APP自主协同及个性化混搭机制研究,2016-01至2019-12,结题,参加      
(1) 国家自然科学基金委员会,青年基金项目,61502334,融合网络拓扑与结点、链接属性的重叠社区发现方法研究,2016-01至2018-12,结题,参加
科研成果
著作章节      
1.[2019] Stuart Madnick, Simon Johnson, Keman Huang, “What Countries and Companies can do when trade and cybersecurity overlap”, in “Cybersecurity: The Insights You Need from Harvard Business Review (HBR Insights Series)”, Harvard Business Review Press, 2019. (只收录发表于哈佛商业评论上,最具有实践和深度意义,读者务必了解的关于网络安全的文章)      
2.[2018] Ryan Ellis, Keman Huang, Michael Siegel, Katie Moussouris, James Houghton, “Fixing a hole: the labor market for bugs”, in “New Solutions for Cybersecurity” (网络安全新方案), MIT Press, 2018.      
     
期刊文章 (部分)      
 

[2023] Keman Huang, Xiaoqing Wang, William Wei, and Stuart Madnick,The Devastating Business Impacts of a Cyber Breach,Harvard Business Review,2023 May-05

[2023] Benjamin Madnick, Keman Huang*, Stuart Madnick (2023) The evolution of global cybersecurity norms in the digital age: A longitudinal study of the cybersecurity norm development process, Information Security Journal: A Global Perspective, DOI: 10.1080/19393555.2023.2201482

[2023] 汪晓梅,黄科满*,邵瑞江,支撑数据要素流通的数据交易平台的关键技术设计与实践,新型工业化,2023,11(13),37-46

[2022] 黄科满,杜小勇,数商生态视角下数据为中心的技术体系,中国计算机学会通讯,2022, 18(11),15-20

[2022] 黄科满,杜小勇,数据治理价值链模型与数据基础制度分析,大数据,2022, 8(4): 3-16 DOI: 10.11959/j.issn.2096-0271.2022062

[2022] Keri Pearlson#,*, Keman Huang#,*, “Building Cybersecurity into Digital Product Design”, MIT Sloan Management Review, 2022.(FT50)    

[2021] Keman Huang, Stuart Madnick and Fang Zhang, “Navigating Cybersecurity Risks in International Trade”, Harvard Business Review, December, 2021(FT50)      
[2021] Keman Huang, Keri Pearlson, and Stuart Madnick, “Is Third-Party Software Leaving You Vulnerable to Cyberattacks”, Harvard Business Review, April, 2021(FT50)      
[2021] Keman Huang, Stuart Madnick, Fang Zhang, Michael Siegel, “Varieties of public-private co-governance on cybersecurity within the digital trade: Implications from Huawei\\\\\\\\\\\\\\\'s 5G”, Journal of Chinese Governance, 2021(SSCI)      
[2021] Keman Huang, Stuart Madnick, Nazli Choucri, Fang Zhang,“A Systematic Framework to Understand Transnational Governance for Cybersecurity Risks from Digital Trade”,Global Policy,doi/10.1111/1758-5899.13014(SSCI)      
[2021] Xianghui Wang,Zhiyong Feng,Keman Huang*,Shizhan Chen,“Self-adaptation and distributed knowledge-based service ecosystem evolution”,Concurrency and Computation: Practice and Experience,2021(SCI)      
[2020] Fang Zhang, Tian Tang, Jun Su, Keman Huang*, “Inter-sector network and clean energy innovation: Evidence from the wind power sector”, Journal of Cleaner Production, forth coming. (SSCI/SCI Q1, IF 7.051)      
[2020] Keman Huang, Stuart Madnick, “The TikTok Ban Should Worry Every Company”, Harvard Business Review, August 28, 2020. https://hbr.org/2020/08/the-tiktok-ban-should-worry-every-company (Feature)(翻译成为中文版本,作为哈佛商业评论中文平台的文章进行推广。被斯隆管理评论选为“The Best of the Week”文章,作为数字经济管理必读文章之一(The Week’s Must-Reads for Managing In The Digital Age))      
[2020] Keman Huang, Stuart Madnick, “A Cyberattack Doesn’t Have to Sink Your Stock Price”, Harvard Business Review, August 14, 2020. https://hbr.org/2020/08/a-cyberattack-doesnt-have-to-sink-your-stock-price      
[2020] Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng. “Shifting to Mobile: Network-based Empirical Study of Mobile Vulnerability Market”. IEEE Transactions on Services Computing, 2020, 13(01), 144-157 (SCI Q1, IF 5.707)      
[2019] Keman Huang, Michael Siegel, Keri Pearlson, Stuart Madnick, “Casting the Dark Web in a New Light”, MIT Sloan Management Review, Fall, 2019 (专题文章, TechRepublic最新评论:the material is as relevant now as it was then, and maybe even more so)      
[2019] Stuart Madnick, Simon Johnson, Keman Huang, “What Countries and Companies can do when trade and cybersecurity overlap”, Harvard Business Review, January 04, 2019. (Feature Article)      
[2019] Keman Huang, Jinhui Yao, Jia Zhang, Zhiyong Feng, “When Human Service Meet Crowdsourcing: Emerging in Human Service Collaboration”, IEEE Transactions on Services Computing, 2019 Volume 12, Issue 03, 460-473. (SCI Q1, IF 5.707)      
[2019] Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng, Shizhan Chen. “Optimizing Semantic Annotations for Web Service Invocation”. IEEE Transactions on Services Computing, 2019. (SCI Q1, IF 5.707)      
[2018] Keman Huang, Michael Siegel, Stuart Madnick, “Systematically Understanding the Cyber Attack Business: A Survey”, ACM Computing Surveys, 51 (4), 70, 2018. (SCI Q1, 6.131)      
[2018] Zhuobing Han, Xiaohong Li, Keman Huang, Zhiyong Feng, “A Software Defined Network based Security Assessment Framework for CloudIoT”, IEEE Internet of Things Journal 5 (3), 1424-1434. (SCI Q1, 9.515)      
[2017] Fang Zhang, Keman Huang, “The role of government in industrial energy conservation in China: Lessons from the iron and steel industry”, Energy for Sustainable Development, 39 (2017), 101-114 (SSCI/SCI Q2, IF 2.790)      
[2015] Bo Liu, Keman Huang, Jianqiang Li, Mengchu Zhou, An incremental and distributed inference method for large-scale ontologies based on mapreduce paradigm. IEEE Transactions on Cybernetics, 45.1 (2015): 53-64. (SCI Q1, IF 10.387)      
     
 

会议文章 (部分)  

[2022] Keman Huang, Jilei Zhou, Shao Chen, “Being a Solo Endeavor or Team Worker in Crowdsourcing Contests? It is a Long-term Decision You Need to Make”, ACM CSCW 2020, forcoming. (CCF A)

[2021] Runqiang Zang, Meiyun Zuo, Jilei Zhou, Yining Xue and Keman Huang,“Sequence and Distance Aware Transformer for Recommendation Systems”,IEEE ICWS 2021 (CCF B)      
[2021] Keman Huang, Stuart Madnick, “Does High Cybersecurity Capability Lead to Openness in Digital Trade? The Mediation Effect of E-Government Maturity within Cross-border Digital Innovation”, HICSS-54, 2021.      
[2020] Keman Huang, Stuart Madnick, “Cyber Securing Cross-border Financial Services: Calling for a Financial Cybersecurity Action Task Force”, 19th Annual Security Conference, 2020.      
[2019] Keman Huang, Jinhui Yao, Yin Ming, “Understanding the Skill Provision in Gig Economy from A Network Perspective: A Case Study of Fiverr”, 22nd ACM Conference on Computer-Supported Cooperative Work and Social Computing (ACM CSCW 2019), November 9th-13th 2019. (CCF A)      
[2019] Keman Huang, Keri Pearlson, “For What Technology Can’t Fix: Building a Model of Organizational Cybersecurity Culture”, HICSS, 2019. (其中构建的网络安全文化成熟度模型已经被应用于多个跨国公司实践)      
[2018] Xuehao Sun, Shizhan Chen, Zhiyong Feng, Weimin Ge, Keman Huang* (2018), “A Service Annotation Quality Improvement Approach Based on Efficient Human Intervention”, 2018 IEEE International Conference on Web Services (ICWS), 107-114 (CCF B)      
[2017] Weixin Yuan, Zhiyong Feng, Shizhan Chen, Keman Huang*, Jinhui Yao, (2017) “What Biscuits to put in the Basket? Features Prediction in Release Management for Android System”, In 24 IEEE International Conference on Web Services (ICWS2017) (Research Track, Accepted Rate: 20%) (CCF B)      
[2016] Keman Huang, Jinjing Han, Shizhan Chen, Zhiyong Feng (2016). “A Skewness-Based Framework for Mobile App Permission Recommendation and Risk Evaluation”. In 14th International Conference on Service-Oriented Computing (pp. 252–266). https://doi.org/10.1007/978-3-662-48616-0 (Accepted Rate: 21%) (CCF B)      
[2016] Keman Huang, Jinhui Yao, Jia Zhang, Zhiyong Feng (2016). “Human-as-a-Service: An Empirical Study of Growth in Human Service Ecosystem”. In IEEE International Conference on Services Computing (pp. 90–97). https://doi.org/10.1109/SCC.2016.19 (Research Track, Accepted Rate: 20%, Best Paper Runner-up, Top 2.5%) (CCF C)      
[2015] Juan Chen, Zhiyong Feng, Shizhan Chen, Keman Huang*, Jia Zhang, Wei Tan, A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization, 2015 IEEE International Conference on Web Services (ICWS), pp. 361-368. (Research Track, Accepted Rate: 13%) (CCF B)
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