政府开放数据隐私风险研究:现状、特征及展望

被引:3
作者
袁静 [1 ,2 ]
周欣丽 [1 ]
臧国全 [1 ,2 ]
张凯亮 [1 ,2 ]
机构
[1] 郑州大学信息管理学院
[2] 郑州市数据科学研究中心
关键词
政府开放数据; 数据隐私; 隐私风险; 隐私治理; 隐私保护;
D O I
暂无
中图分类号
D035 [国家行政管理]; G203 [信息资源及其管理];
学科分类号
1204 ; 120401 ; 1402 ;
摘要
[目的/意义]系统分析国内外政府开放数据隐私风险研究成果,旨在为该领域未来研究提供启示借鉴。[研究设计/方法]采用文献调研、归纳比较、逻辑分析等方法,对国内外的研究主题、研究理论、研究方法、研究视角与情境进行分析,剖析研究不足与发展趋势。[结论/发现]现有研究主题基本涵盖风险管理的全部流程和环节,但对于风险治理实践、风险评估的可靠性、风险计量的精准性、风险治理的有效性等尚缺乏实证研究;研究视角与理论多元,但主要侧重从各自学科视角出发,研究方法多样化。未来研究需细化研究情境,开展分领域、分级、分类精细化治理,融合多学科研究方法,探讨新型治理模式的实现路径,强化治理效果与效能评价研究。[创新/价值]指出政府开放数据隐私风险治理应当从全过程视角,不仅关注隐私风险治理流程,更要开展隐私风险治理效能与效果评价,以提升政府治理实践能力。
引用
收藏
页码:67 / 81
页数:15
相关论文
共 84 条
  • [11] PRIVEE: A Visual Analytic Workflow for Proactive Privacy Risk Inspection of Open Data..[J].Bhattacharjee Kaustav;Islam Akm;Vaidya Jaideep;Dasgupta Aritra..... IEEE Symposium on Visualization for Cyber Security (VIZSEC). IEEE Symposium on Visualization for Cyber Security.2022,
  • [12] Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data.[J].Cuzzocrea Alfredo;Leung Carson K.;Olawoyin Anifat M.;Fadda Edoardo.Procedia Computer Science.2022,
  • [13] Privacy protection in government data sharing: an improved LDP-based approach
    Piao, Chunhui
    Hao, Yurong
    Yan, Jiaqi
    Jiang, Xuehong
    [J]. SERVICE ORIENTED COMPUTING AND APPLICATIONS, 2021, 15 (04) : 309 - 322
  • [14] Risk identification and management for the research use of government administrative data.[J].Elizabeth Shepherd;Anna Sexton;Oliver Duke Williams;Alexandra Eveleigh.Records Management Journal.2020, 1
  • [15] Research on Privacy Protection of Large-Scale Network Data Aggregation Process
    Zou, Yuelin
    He, Wei
    Zhang, Longjun
    Ni, Jiati
    Chen, Qiang
    [J]. INTERNATIONAL JOURNAL OF WIRELESS INFORMATION NETWORKS, 2019, 26 (03) : 193 - 200
  • [16] National Government Agency’s Compliance on Data Privacy Act of 2012 a Case Study.[J].V Pitogo.Journal of Physics: Conference Series.2019, 1
  • [17] Analysis of Motivation and Perceived Risk Factors in Open Data Measurement: A Conceptual Model.[J].Dwi Nur Amalia;Tony Dwi Susanto.Procedia Computer Science.2019, C
  • [18] Privacy-preserving governmental data publishing: A fog-computing-based differential privacy approach.[J].Chunhui Piao;Yajuan Shi;Jiaqi Yan;Changyou Zhang;Liping Liu.Future Generation Computer Systems.2018,
  • [19] Open Government: The Line between Privacy and Transparency
    Al-Jamal, Maryam
    Abu-Shanab, Emad
    [J]. INTERNATIONAL JOURNAL OF PUBLIC ADMINISTRATION IN THE DIGITAL AGE, 2018, 5 (02) : 64 - 75
  • [20] Towards a Modern Approach to Privacy-Aware Government Data Releases.[J]..Berkeley Technology Law Journal.2015, 3