A Text Mining Approach Agent-Based DSS for IT Infrastructure Maintenance

IF 0.6 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Decision Support System Technology Pub Date : 2021-01-01 DOI:10.4018/IJDSST.2021070105
S. Elandaloussi, P. Zaraté, N. Taghezout
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Abstract

Information technology (IT) infrastructure refers to the combined set of network, software, hardware, applications, and all the information technology-related equipment for an enterprise IT environment. In addition, it provides the entire skeleton for an organization to continue delivering several services to its internal members (employees) and external ones (customers/partners). The interruption of services leads to a significant deterioration of the infrastructure, and at the same time, it slows down their functioning. Additionally, it can result in important loss of user trust. Therefore, we need to proactively help the technician teams to assess the quality and availability of their IT infrastructure. This study may help to build an approach for an IT infrastructure called MAITD-2 in order to classify, analyze, and take problems to closure in a short time face to a multi-criteria decision-making problem.
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基于agent的IT基础设施维护决策支持系统的文本挖掘方法
信息技术(IT)基础设施是指企业IT环境中网络、软件、硬件、应用程序和所有与信息技术相关的设备的组合。此外,它还为组织提供了完整的框架,以便继续向其内部成员(员工)和外部成员(客户/合作伙伴)交付多个服务。服务的中断会导致基础设施的严重恶化,同时也会减慢其运行速度。此外,它还可能导致用户信任的严重丧失。因此,我们需要主动帮助技术团队评估其IT基础设施的质量和可用性。本研究可能有助于建立一种名为MAITD-2的IT基础设施方法,以便在面对多标准决策问题时,在短时间内对问题进行分类、分析和解决问题。
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来源期刊
International Journal of Decision Support System Technology
International Journal of Decision Support System Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
2.20
自引率
18.20%
发文量
40
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