用基于代理的方法探索硬盘驱动器循环的社会动态

Julien Walzberg, Fu Zhao, Kali Frost, A. Carpenter, G. Heath
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摘要

据估计,到2025年,美国已安装的数据存储将达到2.2 zb,每年产生约5000万个报废硬盘驱动器(hdd)。循环经济(CE)通过最大化经济中的价值保留来解决废物问题,例如,通过再利用和再循环。但是,硬盘驱动器的重用由于组织对除物理破坏hdd之外的其他数据删除方法缺乏信任而受到阻碍。这里,基于代理的方法探讨了组织采用其他数据删除方法的决策如何影响hdd的循环性。该模型运用计划行为理论对hdd终端用户的决策进行建模。结果表明,最终用户对数据擦除技术的态度(受信任的影响)是重用的障碍。此外,社会压力可以发挥重要作用,因为采用自我认知行为的组织可以为其他组织树立榜样。
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Exploring Social Dynamics of Hard-Disk Drives Circularity with an Agent-Based Approach
By 2025, it is estimated that installed data storage in the U.S. will be 2.2 Zettabytes, generating about 50 million units of end-of-life hard-disk drives (HDDs) per year. The circular economy (CE) tackles waste issues by maximizing value retention in the economy, for instance, through reuse and recycling. However, the reuse of hard disk drives is hindered by the lack of trust organizations have toward other means of data removal than physically destroying HDDs. Here, an agent-based approach explores how organizations' decisions to adopt other data removal means affect HDDs' circularity. The model applies the theory of planned behavior to model the decisions of HDDs end-users. Results demonstrate that the attitude (which is affected by trust) of end-users toward data-wiping technologies acts as a barrier to reuse. Moreover, social pressure can play a significant role as organizations that adopt CE behaviors can set an example for others.
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