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政府数据安全治理研究：热点主题与演化趋势
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Abstract:
基于CiteSpace软件及WoS核心数据合集，对2008~2022年发表的政府数据安全治理相关研究进行文献计量统计及可视化分析，探讨近15年来该领域的研究热点主题和发展演化趋势。结果显示，在有效的665篇文献可视化分析中，政府数据安全治理研究包含了数据安全政策、物联网、数字水印、区块链、深度学习、数据泄露、数据共享等热点主题，再结合可视化分析结果以及文献的阅读，将政府数据安全的治理归纳为两个方面，即“技术 + 政策”，为该领域未来研究提供一些思路和参考。
Based on CiteSpace and Web of Science (WoS) core data collection, the article conducts bibliometric statistics and visual analysis of the government data security governance published in 2008~2022, and discusses the hot topics and evolution trends in this field in the past 15 years. The results show that in the effective 665 literature visualization analysis, the government data security governance research contains data security policy, Internet of things, digital watermarking, block chain, deep learning, data leakage, data sharing, etc. Combined with visual analysis results and literature secondary reading, the government data security management can be classified into two aspects, namely “technology + policy”. This research provides some ideas and references for future research in the field.
| [1] | 管晓宏, 沈超, 刘烃. 数据安全为何重要?应如何保障? [EB/OL]. 中国网信杂志.
https://mp.weixin.qq.com/s/TZDboN8NBdAtSPu6XCJWTA, 2022-06-21. |
| [2] | 马广惠, 安小米, 宋懿. 业务驱动的政府大数据平台数据治理[J]. 情报资料工作, 2018(1): 21-27. |
| [3] | 张涛. 基于区块链的政府数据安全治理机制变革[J]. 河南工程学院学报(社会科学版), 2022, 37(3): 19-24. |
| [4] | 黄璜. 美国联邦政府数据治理: 政策与结构[J]. 中国行政管理, 2017(8): 47-56. |
| [5] | 谭必勇, 刘芮. 英国政府数据治理体系及其对我国的启示: 走向“善治” [J]. 信息资源管理学报, 2020, 10(5): 55-65. |
| [6] | Prall, D. (2020) Better Local Government Data Security Can Prevent Property Fraud. The American City & County.
https://www.americancityandcounty.com/2020/09/30/better-local-government-data-security-can-prevent-property-fraud/ |
| [7] | 陈悦. 引文空间分析原理与应用[M]. 北京: 科学出版社, 2014: 12. |
| [8] | De Solla Price, D.J. (1961) Science since Babylon. Yale University Press, New Haven, 97. |
| [9] | 苏屹, 郭家兴, 王文静. 基于科学计量学的国内区域创新研究热点和前沿分析[J]. 科学管理研究, 2019, 37(6): 77-83. |
| [10] | 卢新元, 张恒, 王馨悦, 秦泽家. 基于科学计量学的国内企业知识转移研究热点和前沿分析[J]. 情报科学, 2019, 37(3): 169-176. |
| [11] | 徐成, 赵宇翔, 朱庆华. 国外社会化媒体研究的文献计量分析[J]. 情报杂志, 2014, 33(3): 58-63. |
| [12] | 佟瑞鹏, 梁明添, 李春旭. 《中国安全科学学报》载文特点及研究主题变化分析[J]. 中国安全科学学报, 2016. 26(1): 8-14. |
| [13] | 田赛琦, 丁昇. 基于WoS和CiteSpace的制革研究知识图谱和进展分析[J]. 中国皮革, 2022, 51(6): 27-33+38. |
| [14] | 马宁. 云环境下政府数据存取的法律困境及应对[J]. 暨南学报(哲学社会科学版), 2014, 36(1): 54-62. |
| [15] | Minelli, M., Chambers, M. and Dhiraj, A. (2013) Big Data, Big Analytics: Emerging Business Intelli-gence and Analytic Trends for Today’s Businesses. Elsevier, New York. |
| [16] | Solove, D.J. (2013) Introduction: Privacy Self-Management and the Consent Dilemma. Harvard Law Review, 126, 1880-1903. |
| [17] | Mircea, M. (2012). Addressing Data Security in the Cloud. World Academy of Science, Engineering and Technology, 6, 798-805. |
| [18] | 戚学祥. 区块链技术在政府数据治理中的应用: 优势、挑战与对策[J]. 北京理工大学学报(社会科学版), 2018, 20(5): 105-111. |
| [19] | 唐慧荣. 区块链技术运用助推精准扶贫[N]. 贵州日报, 2017-03-11(07). |
| [20] | 蒋余浩, 贾开. 区块链技术路径下基于大数据的公共决策责任机制变革研究[J]. 电子政务, 2018(2): 26-35. |
| [21] | Ashton, K. (2009) That “Internet of Things” Thing. RFID Journal. http://www.rfidjournal.com/articles/view?4986 |
| [22] | Goad, D., Collins, A.T. and Gal, U. (2021) Privacy and the Internet of Things—An Experiment in Discrete Choice. Information & Management, 58, Article ID: 103292. https://doi.org/10.1016/j.im.2020.103292 |
| [23] | 龚惠群, 黄超. 物联网新兴产业的发展趋势分析[J]. 产业经济评论, 2023(2): 198-216. |
| [24] | Piao, C.H., Hao, Y.P., Yan, J.Q. and Jiang, X.H. (2021) Privacy Preserving in Blockchain-Based Government Data Sharing: A Service-on-Chain (SOC) Approach. Information Processing & Management, 58, Article ID: 102651.
https://doi.org/10.1016/j.ipm.2021.102651 |
| [25] | Tan, E., Mahula, S. and Crompvoets, J. (2022) Blockchain Governance in the Public Sector: A Conceptual Framework for Public Management. Government Information Quarterly, 39, Article ID: 101625.
https://doi.org/10.1016/j.giq.2021.101625 |
| [26] | Luo, H. (2020) An Emergency Management System for Gov-ernment Data Security Based on Artificial Intelligence. Ingénierie des Systèmes d’Information, 25, 207-213. https://doi.org/10.18280/isi.250208 |
| [27] | Wu, B. and He, S. (2022) Self-Learning and Explainable Deep Learning Network toward the Security of Artificial Intelligence of Things. The Journal of Supercomputing, 79, 4436-4467. https://doi.org/10.1007/s11227-022-04818-4 |
| [28] | Yadav, A.K., Raw, R.S. and Bharti, R.K. (2023) DPC2-CD: A Secure Architecture and Methods for Distributed Processing and Concurrency Control in Cloud Da-tabases. Cluster Computing, 26, 2047-2068.
https://doi.org/10.1007/s10586-022-03744-7 |
| [29] | Mohammadi, M., Rawassizadeh, R. and Sheikhtaheri, A. (2022) A Consumer-Centered Security Framework for Sharing Health Data in Social Networks. Journal of Infor-mation Security and Applications, 69, Article ID: 103303.
https://doi.org/10.1016/j.jisa.2022.103303 |
| [30] | Zhao, L.R., Zhou, X.Y. and Li, J. (2022) Information Security Decisions with Consideration of Hacker Intrusion Propagation. Mathematical Problems in Engineering, 2022, Ar-ticle ID: 3183121.
https://doi.org/10.1155/2022/3183121 |
| [31] | Li, Q., Wang, X. and Pei, Q. (2022) Comparession Domain Re-versible Watermarking Based on Multilayer Embedding. Security and Communication Networks, 2022, Article ID: 4542705. https://doi.org/10.1155/2022/4542705 |
| [32] | Gunjal, B.L. and Mali, S.N. (2015) MEO Based Secured, Robust, High Capacity and Perceptual Quality Image Watermarking in DWT-SVD Domain. SpringerPlus, 4, Article No. 126. https://doi.org/10.1186/s40064-015-0904-z |
| [33] | Hurwitz, J. (2022) Data Security and the FTC’s UnCommon Law. Iowa Law Review, 101, 955-1021. |
| [34] | 付羚. 数字化转型视域下的政府数据治理研究[J]. 中共南京市委党校学报, 2022(5): 74-81. |
| [35] | 李重照, 黄璜. 英国政府数据治理的政策与治理结构[J]. 电子政务, 2019(1): 20-31. |
| [36] | 谭溪. 加拿大数字政府治理改革实践及反思[J]. 中国行政管理, 2021(7): 140-146. |
