ISO 8000 (big) data quality standard and application

Tan ZHANG; Wei HUANG; Yong SHI

doi:10.11959/j.issn.2096-0271.2017001

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ISO 8000 (big) data quality standard and application

TOPIC:BIG DATA AND CREDIT SCORING SYSTEM | 更新时间：2024-06-03

- ISO 8000 (big) data quality standard and application
- Big data research Vol. 3, Issue 1, Pages: 2017001(2017)
- 作者机构：
  
  1. 西安交通大学管理学院，陕西西安 710049
  2. 昆士兰科技大学，澳大利亚昆士兰州布里斯班市 4702
  3. 中国科学院大学管理学院，北京 100190
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2017001
  CLC： C931.6
- Online First：2017-01，
  
  Published：20 January 2017
- 稿件说明：
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Tan ZHANG, Wei HUANG, Yong SHI. ISO 8000 (big) data quality standard and application[J]. Big data research, 2017, 3(1): 2017001.
DOI：

Tan ZHANG, Wei HUANG, Yong SHI. ISO 8000 (big) data quality standard and application[J]. Big data research, 2017, 3(1): 2017001. DOI： 10.11959/j.issn.2096-0271.2017001.

摘要

阐述了ISO 8000数据质量标准产生的背景，将ISO 8000与已有的产品质量标准ISO 9000进行对比，分析了实施ISO 8000可以为企业带来的优势，并举例介绍了ISO 8000的应用方式。分析了我国数据质量现状，并对我国在金融和医疗领域实施ISO 8000 数据质量标准提出了实施建议。旨在帮助我国在大数据、数据质量等前沿研究和工业领域找到国际化标准契合点，推进大数据和数据质量建设。

Abstract

Background of ISO 8000 was introduced

and ISO 8000 was compared with existing product quality standard ISO 9000.After that

the advantages that ISO 8000 can bring to the enterprise were analyzed.Then

the application of ISO 8000 with a simple example was demonstrated.The current situation of data quality in China was analyzed

and some suggestions on implementing ISO 8000 data quality standards in financial and medical fields were put forward.It aims to promote the construction of large data and data quality.

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Keywords

references

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LIU L ， CHI L . Evolutional data quality:atheory-specific view [C ] // The 7th International Conference on Information Quality,November 8-10,Berkeley,California .[S.l.:s.n. ] , 2002 ： 292 - 304 .

LEE Y W , PIPINO L , FUNK J D , et al . Journey to data quality [M ] . Cambridge : MIT PressPress , 2009 .

MADNICK S E , WANG R Y , LEE Y W , et al . Overview and framework for data and information quality research [J ] . Journal of Data and Information , 2009 , 1 ( 1 ):2.

蔚赵春 , 凌鸿 . 商业银行大数据应用的理论,实践与影响 [J ] . 上海金融 , 2013 ( 9 ): 5 .

WEI Z C , LING H . The theory,practice and influence of big data application in commercial banks [J ] . Shanghai Finance , 2013 ( 9 ): 5 .

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