DATA ENVELOPMENT ANALYSIS IN IMPROVING SECURITY LEVEL IN LOCAL GOVERNMENT UNITS

Jelena Jardas Antonić
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Abstract

Digital transformation and global trends in Smart City development have brought on serious security challenges in governing smart data assets. The implementation of two-way communication between cities and citizens requires secure communication channels and efficient data management. Fast development of information communication technologies (ICT) demands for continues investments in new security options. In this paper, the author examined the efficiency of implemented security levels in local government units (LGUs) through Data Envelopment Analysis. The Data Envelopment Analysis enables benchmarking LGUs according to obtained results. The efficient LG units were further examined and were ranked using super-efficiency analysis. The inefficient LGUs can use the obtained results to improve their performance using projections and thus reach the efficiency frontier.
数据包络分析在提高地方政府单位安全水平中的应用
数字化转型和全球智慧城市发展趋势给智慧数据资产管理带来了严峻的安全挑战。实现城市与市民之间的双向通信,需要安全的通信渠道和高效的数据管理。信息通信技术(ICT)的快速发展要求对新的安全选项进行持续投资。本文采用数据包络分析的方法对地方政府单位安全等级实施效率进行了检验。数据包络分析可以根据获得的结果对lgu进行基准测试。利用超效率分析对高效LG机组进行了进一步的研究和排名。低效率的lgu可以利用得到的结果利用投影来提高其性能,从而达到效率边界。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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