Fujian Normal University of Fuzhou, Fujian 350108, China.
J Environ Public Health. 2022 Sep 25;2022:7135132. doi: 10.1155/2022/7135132. eCollection 2022.
A significant amount of electronic documents have been produced as a result of the quick advancements in computer and network technology as well as the ongoing promotion of e-government, and the amount of material available in digital archives has significantly expanded. It is challenging for traditional archives focused on entity management to fulfil modern demands. It is essential to gradually encourage the creation of digital archives in order to meet the utilization needs of archival information resources in the information age. Many issues that are not favourable to the development and utilization of information resources of digital archives have gradually emerged in the course of the development and utilization of information resources of digital archives. These issues are influenced by a number of factors, including service concept and personnel information literacy. The related attributes of information resources are sorted and processed using the ID3 algorithm in this study. Decision-making attributes of management techniques are identified, and the data mining Apriori algorithm is used to address the issue of increasing the retrieval speed of users of digital archives. When the new software system is finished, archive resources can be developed and used in a complete and practical way, increasing the utilization efficiency of archive information resources by 37.32 percent. As a result, it is possible to fully exploit the information resources of the digital archives, further appreciate their value, and ensure their long-term growth.
随着计算机和网络技术的飞速发展以及电子政务的不断推进,产生了大量的电子文档,数字档案中的材料数量也大幅增加。传统的以实体管理为重点的档案已经难以满足现代需求。为了满足信息时代对档案信息资源利用的需求,逐步鼓励建立数字档案是非常必要的。在数字档案信息资源的开发利用过程中,逐渐出现了许多不利于数字档案信息资源开发利用的问题。这些问题受到服务理念和人员信息素养等诸多因素的影响。本文利用 ID3 算法对信息资源的相关属性进行排序和处理,确定管理技术的决策属性,并利用数据挖掘 Apriori 算法解决数字档案用户检索速度提升的问题。新软件系统完成后,可以全面、实用地开发利用档案资源,使档案信息资源的利用率提高 37.32%。从而充分挖掘数字档案的信息资源,进一步彰显其价值,保证其长远发展。