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基于数据治理框架的数据质量评估技术研究

英文摘要

ata quality problems are a major factor influencing the efficiency of business operations, policy development, and decisionmaking because big data is becoming so widely used in the technology industry. When dealing with complicated, variable data situations and changing data environment, it is frequently difficult to produce real-time, accurate results with the use of currently ineffective data environment assessment methods of the existing. This study proposes a new quantitative assessment method that combines time-series models and regression analysisaiming to significantly improve the assessment effect.This article will deeply discuss the backgroundsignificanceresearch planas well as the problems faced and future plans ofData Quality Assessment Technology Based on the Data Governance Framework.Through the application of this methodologyit can not only effectively deal with the complexity and dynamic changesin the big data environment but also provide scientific and reliable tool support for data governance.

李宇轩

计算技术、计算机技术

关键字:数据质量评估时序模型回归分析数据治理框架

Keywords:DataQualityssessmentime-seriesModelRegressionnalysisata

李宇轩.基于数据治理框架的数据质量评估技术研究[EB/OL].(2025-05-15)[2025-05-19].https://chinaxiv.org/abs/202505.00163.点此复制

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