计算机科学 ›› 2011, Vol. 38 ›› Issue (9): 164-167.

• 数据库与数据挖掘 • 上一篇    下一篇

基于CWM商业报告多维分析模型的构建

朴勇,王秀坤,陈志奎,王征   

  1. (大连理工大学电信学院 大连 116023);(大连理工大学软件学院 大连 116620)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家自然科学基金(青年)项目((70801008)资助

Building Multidimensional Analysis Model for Business Reports Based on CWM

PIAO Yong, WANG Xiu-kun,CHEN Ghi-kui, WANG Zheng   

  • Online:2018-11-16 Published:2018-11-16

摘要: 随着财务报告的规范化和正规化,大量企业开始使用扩展商业报告语言(XI3RL)标准进行财务数据的披露与管理。但X13RI、结构复杂并具领域相关性,缺乏进行数据分析的语义描述,从而导致以Xl3RI、格式存储的数据无法被现有的多维数据分析工具所理解和利用。为此分析了XI3RL的结构,应用了与平台及领域无关的通用仓库元模型CCWM)标准,给出了一种将Xl3RI格式的财务报告映射为多维分析模型的通用方法。该方法将转换规则与实现进行了分离,具有通用性与开放性。

关键词: 多维模型,扩展商业报告语言,通用仓库元模型

Abstract: With standardization and normalization process of financial reports,large numbers of enterprises are introducing extensible business report language(XI3RL) to disclose and manage their financial data. Because of complexity and domain specific feature of XI3RI,it lacks semantic description for data analysis,leading to the situation that many existing tools capable of multidimensional data analysis cannot understand and deal with XI3RL files. Based on the analysis on XBRL structure, the paper applied Common Warehouse Metamodel(CWM) , which is platform and domain independent, to build a generic multidimensional analysis model from business reports in X13RI_ format. Transforming rules are separated from implementation and hence making the model more generic and open.

Key words: Multidimensional model, Extensible business reporting language, Common warehouse metamodel

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