元数据治理的文献综述

Amarmeet Kaur, Medzhakhed Usama, Doris Wong Hooi Ten, Nur Liana Majid, N. Maarop
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引用次数: 0

摘要

元数据治理框架是企业内主要数据治理框架实现的一个子集。元数据管理有助于识别数据的来源和目的系统,解释系统中的数据类别,并协助组织理解各种结构中的数据。本研究旨在构建元数据治理的文献综述,包括概述、定义以及基于不同行业元数据治理相关研究的工作建议。根据DAMA-DMBOKv2,建立元数据管理需要五个活动:设计元数据策略、理解元数据需求、定义元数据架构、生成和管理元数据、查询、报告和分析元数据。元数据管理的三个规划过程包括开发元数据策略活动、确定元数据需求和设计元数据体系结构。元数据管理行业将受益于一个全面而有效的数据管理框架,从而使公司的经济价值最大化。企业需要元数据治理框架,其中包括对元数据职责、生命周期和统计数据的评估,以及各种业务活动如何合并元数据。元数据策略保证了组织的整个数据生态是一致的。
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Literature Review on Metadata Governance
The framework of metadata governance is a subset of the primary data governance framework implementation within an enterprise. Metadata management helps identify data provenance and destination systems, explain the categories of data in the system, and assist organisations in comprehending the elucidation of data in various structures. This study aims to construct a literature review on metadata governance including the overview, the definition and proposed work based on previous study in different industries related with metadata governance. According to DAMA-DMBOKv2, five activities are required to establish metadata management which are designing metadata strategy, understanding metadata needs, defining metadata architecture, producing and managing metadata, and querying, reporting, and analysing metadata. Three planning procedures for metadata management includes developing metadata strategy activities, identifying metadata needs, and designing metadata architecture. The metadata management industry would benefit from a comprehensive and effective data stewardship framework to maximise company economic value. An enterprise requires a metadata governance framework, which includes an assessment of metadata responsibilities, life cycles, and statistics, as well as how various business activities incorporate metadata. A metadata strategy guarantees that an organisation's whole data ecology is consistent.
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