V2EX dimensional modeling

Dimensional Modeling

释义 Definition

维度建模:一种用于数据仓库与商业智能(BI)的数据建模方法,把业务度量(如销售额、数量)组织在事实表(Fact Table)中,把分析视角(如时间、地区、产品、客户)组织在维度表(Dimension Table)中,常见结构是星型模式(Star Schema)。主要用于提升查询与分析的可理解性和性能。

发音 Pronunciation (IPA)

/damnnl mdl/

例句 Examples

Dimensional modeling makes BI reports easier to understand.
维度建模让商业智能报表更容易理解。

By applying dimensional modeling, the team built a star schema that improved query performance and made sales trends easier to analyze across time, region, and product.
通过采用维度建模,团队构建了星型模式,提升了查询性能,也让按时间、地区和产品分析销售趋势更直观。

词源与背景 Etymology & Background

dimensional 来自 dimension(“维度、方面”),源于拉丁语 dimensio,意为“测量、尺度”;modeling 来自动词 moel(“建模、建立模型”)。在数据领域中,“dimensional modeling”常与数据仓库实践相关,尤其用于把复杂业务以“可按多个维度切片分析”的方式结构化表达。

相关词 Related Words

文献与著作中的使用 Notable Works

  • The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling(Ralph Kimball & Margy Ross)
  • Star Schema The Complete Reference(Christopher Adamson)
  • Agile Data Warehouse Design: Collaborative Dimensional Modeling, from Whiteboard to Star Schema(Lawrence Corr & Jim Stagnitto)
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