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GB/T 25000.24-2017: Systems and software engineering -- Systems and software Quality Requirements and Evaluation (SQuaRE) -- Part 24: Measurement of data quality
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Systems and software engineering -- Systems and software Quality Requirements and Evaluation (SQuaRE) -- Part 24: Measurement of data quality
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GB/T 25000.24-2017
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Basic data | Standard ID | GB/T 25000.24-2017 (GB/T25000.24-2017) | | Description (Translated English) | Systems and software engineering -- Systems and software Quality Requirements and Evaluation (SQuaRE) -- Part 24: Measurement of data quality | | Sector / Industry | National Standard (Recommended) | | Classification of Chinese Standard | L77 | | Classification of International Standard | 35.080 | | Word Count Estimation | 53,510 | | Date of Issue | 2017-11-01 | | Date of Implementation | 2018-05-01 | | Regulation (derived from) | National Standard Announcement 2017 No. 29 | | Issuing agency(ies) | General Administration of Quality Supervision, Inspection and Quarantine of the People's Republic of China, Standardization Administration of the People's Republic of China | GB/T 25000.24-2017: Systems and software engineering -- Systems and software Quality Requirements and Evaluation (SQuaRE) -- Part 24: Measurement of data quality
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Systems and software engineering - Systems and software Quality Requirements and Evaluation (SQuaRE) - Part 24. Measurement of data quality
ICS 35.080
L77
National Standards of People's Republic of China
Systems and software engineering systems and software quality
Requirements and Evaluation (SQuaRE)
Part 24. Data quality measurement
andEvaluation (SQuaRE) -Part 24.Measurementofdataquality
[ISO /IEC 25024.2015, Systems andsoftwareengineering-
Systems and softwareQualityRequirementsandEvaluation (SQuaRE) -
Measurement of data quality, MOD]
2017-11-01 Release.2018-05-01 implementation
General Administration of Quality Supervision, Inspection and Quarantine of People's Republic of China
China National Standardization Administration released
Directory
Foreword Ⅲ
Introduction Ⅴ
1 Scope 1
2 Compliance 2
3 Normative references 2
4 Terms and definitions 2
5 Abbreviations 7
6 Use of data quality measures 7
6.1 The concept of data quality measurement 7
6.2 Data Quality Measurement Approach 9
7 Format description for compiling data quality measures 11
8 Data Quality Measurement 11
8.1 Overview 11
8.2 Quality Measures of Accuracy 12
8.3 Completeness of the quality measure 14
8.4 Consistency of Quality Measures 16
8.5 Quality Measures of Authenticity 18
8.6 Quality Measures of Presentness 18
8.7 Quality measure of accessibility 19
8.8 Compliance Quality Measures 20
8.9 Quality Measures for Confidentiality 21
8.10 Quality Measures of Efficiency 22
8.11 Quality Measures of Accuracy 24
8.12 Traceability Quality Measures 25
8.13 Comprehensible Quality Measures 26
8.14 Quality Measures of Usability 27
8.15 Quality Measures for Portability 28
8.16 Recoverability Quality Measures 29
Appendix A (Informative) Quality Measures Element for Defining Quality Measures 31
Appendix B (Informative) Quality Measurement Elements, Target Entities and Quality Measures 34
Appendix C (Informative) Quality Measures Elements Reference 37
Appendix D (Informative) Quality measures in alphabetical order of English names 41
Annex E (Informative) Characteristics and Quality Measures of Target Entities 44
References 47
Foreword
GB/T 25000 System and Software Engineering System and Software Quality Requirements and Evaluation (SQuaRE) "is divided into the following sections.
--- Part 1. SQuaRE Guide;
--- Part 2. Planning and Management;
--- Part 10. System and software quality model;
--- Part 12. Data Quality Model;
--- Part 20. Measurement reference model and guidelines;
--- Part 21. Quality measurement elements;
--- Part 22. Use of quality measurement;
--- Part 23. System and software product quality measurement;
--- Part 24. Data quality measurement;
--- Part 30. Quality Requirements;
--- Part 40. Evaluation process;
--- Part 41. Evaluation guidelines for developers, acquirers and independent evaluators;
--- Part 42. Evaluation module;
--- Part 45. Recoverability of the evaluation module;
--- Part 51. Quality requirements and test rules for ready-to-use software product (RUSP);
--- Part 60. Ease of use test report Common Format for Industry (CIF). Common Framework for Ease of Use related information;
--- Part 62. Usability test report industry common format (CIF);
--- Part 63. Industry Common Format for Ease of Use (CIF).
--- Part 64. Common Format for Industrial Ease of Use (CIF). User Requirements Report;
--- Part 65. Common Industrial Formats for Ease of Use (CIF). Specification of user requirements;
--- Part 66. Common Format (CIF) for Ease of Use. Evaluation Report.
This section is Part 24 GB/T 25000.
This section drafted in accordance with GB/T 1.1-2009 given rules.
This section uses redrafted law revision using ISO /IEC 25024.2015 "system and software engineering systems and software quality requirements and
Evaluation (SQuaRE) Data Quality Measurement ", compared with ISO /IEC 25024.2015, the main technical differences and their reasons are as follows.
--- Normative references, with the revision of the international standard GB/T 25000.12-2017 instead of ISO /IEC 25012.
2008, to adapt to our country's technical conditions.
This section made the following editorial changes.
--- Modify the standard name;
--- Removed the scope of the list repeatedly appendix content description, but keep 8.1 in the appendix of instructions;
--- Figure 2, the "measurement" is corrected as "by measurement", "definition" to correct "by definition", and, in order to facilitate understanding, by
Add "Generate" "Measure by" "Include" and other processes described.
--- In order to reflect the characteristics of Appendix D in alphabetical order, add a column to the far left of Table D.1, fill in the quality measure of English
name.
Please note that some of this document may be patentable. The issuing agencies of this document do not bear the responsibility of identifying these patents.
This part of the National Information Technology Standardization Technical Committee (SAC/TC28) and focal point.
This part of the drafting unit.Shanghai Hongdi Information Technology Co., Ltd., Fudan University, China Merchants Bank Co., Ltd., Shenzhen wins together Technology
Co., Ltd., Foshan Covey Optoelectronics Co., Ltd., Zhuhai Li Jun Electronic Technology Co., Ltd., China Electronics Standardization Institute,
Shanghai Software Testing Center Co., Ltd., Shanghai Computer Software Technology Development Center, National Application Software Product Quality Supervision and Inspection Center,
Wanda Information Co., Ltd., CMB Silver Cloud (Shenzhen) Information Technology Co., Ltd., Chongqing Software Testing Center Co., Ltd., Sichuan Province, soft
Parts and Information System Engineering Evaluation Center, Zhejiang Province, the test of electronic information products, software evaluation center in Hubei Province, Fujian Province, electronic product inspection
Inspection Institute, Jilin Province Institute of Electronic Information Products Supervision and Inspection, Shanghai Fengyuan Information Technology Research Center, Zhangjiang Park in Shanghai Pudong New Area Enterprises
Credit Promotion Center.
The main drafters of this section.He Zhifeng, Wu Yijian, Qian Leqiu, Zhang 旸 旸, Zhao Wenyun, Wang Zhipeng, Liu Xiaojian, Gao Xulei, Cai Lizhi,
Wang Weidong, Xiao Xiaohua, Jia Jungang, Meng Yan, Shen Jianxiong, He Zhiming, Zhou Qingyun, Ding Shaoqiong, Li Guangya, Zhang Kai, Luo Guoxiang, Hu Yun, Wang Wei,
Chen Zhenyu, Ding Xiaoming, Xing Xiao, Feng Li, Ji Yong Wei, Xia Qiming, Liu Yu Long, Xin Shi sector.
Introduction
This section is part of the SQuaRE family of standards. It provides a data quality measure set by reference to the SQuaRE series
Other standards (especially GB/T 25000.12-2017) can be used to measure and evaluate data quality.
The data quality measure set in this section was chosen based on its value in practice. The intent of these data quality measures is not
Is exhaustive; users in this section are encouraged to refine them if necessary.
Quality Measurement Division
This section is GB/T 25000SQuaRE series of standard part of the quality measurement division. ISO /IEC 2502n quality measurement points
The Department currently includes the following criteria.
--- ISO /IEC 25020 Measurement Reference Model and Guidance. To measure the quality defined in the ISO /IEC 2501n Quality Model Division
The quantity features provide reference models and guidelines.
--- ISO /IEC 25021 quality measurement elements. Provide the format used to specify the quality measurement elements, and can be used to build the software quality
An example of a measure of the quality measure element.
--- ISO /IEC 25022 use of quality measurement. Provide measurement, including the associated measurement methods and the use of quality model quality
Characteristics of the quality measurement element.
--- ISO /IEC 25023 system and software product quality measurement. Provide measures, including the associated measurement methods and product quality
Quality measure of quality characteristics in the model.
--- ISO /IEC 25024 data quality measurement. Provide measures, including the associated measurement methods and data quality model quality
Characteristics of the quality measurement element.
Figure 1 depicts the relationship between the various standards in the ISO /IEC 2502n Quality Measurement Division.
Figure 1 Quality Measurement Division structure
SQuaRE series of international standards overview and organization
The SQuaRE series of international standards consists of five main and expansion divisions. An overview of each division in the SQuaRE series of standards is as follows.
--- ISO /IEC 2500n. Quality Management Division. The criteria that make up this division are defined by the SQuaRE family of standards
All other public reference standards, terms and definitions. This division also provides for the planning and management of a project
Needs and guidelines.
--- ISO /IEC 2501n. Quality Model Division. The criteria that make up this division are quality of use, data, and system or software products
Provided the quality model. Quality of service is under development. A practical guide to using this quality model is also provided.
--- ISO /IEC 2502n. Quality Measurement Division. The standards that make up this division include reference models for quality measurement of systems and software products
Type, the definition of quality measure and its practical guide. This section gives the system and software product quality measurement, quality of use
Measurement as well as data quality measurements for "native" and "system dependent" viewpoints. Define and give the composition quality measure
Basic quality measure element.
--- ISO /IEC 2503n. Quality Requirements Division. The criteria that make up this division help users set quality requirements. These quality wants
Seek to be used in the quality requirements extraction process for a system or software product to be developed (to design a process that achieves the necessary quality) or
Used as input to the evaluation process.
--- ISO /IEC 2504n. Quality Evaluation Division. The criteria that make up this division are given by independent evaluators, by demand side, or by
Requirements, Recommendations and Guidelines for Evaluation of Systems or Software Products Implemented by Developers. Also given as a measure of the quality of the module
Compilation support.
ISO /IEC 25050 ~ ISO /IEC 25099 is reserved for use with SQuaRE to expand international standards, currently including ISO /IEC 25051 and
ISO /IEC 25060 ~ ISO /IEC 25069.
Systems and software engineering systems and software quality
Requirements and Evaluation (SQuaRE)
Part 24. Data quality measurement
1 Scope
GB/T 25000 defined in this part of the data quality measures for the characteristics defined in GB/T 25000.12-2017 to quantify
To measure data quality.
This section contains.
--- A basic set of data quality measures for each characteristic;
--- Basic set of target entities to which quality measures have been applied in the data life cycle;
--- Explain how to apply data quality measures;
--- Guiding organizations to define their own data quality needs and evaluation of the measure.
This section does not define the range of values or ratings for these measures of quality as these values are based on system context and
Different user needs, respectively, for each of the different characteristics of the system definition.
This section applies to any type of data in a structured format for use in any type of computer system.
People who manage data and focus on data services are the main beneficiaries of these quality measures.
This section is intended for those who need to produce and/or use the data quality measures used in fulfilling their responsibilities. These people
include.
--- Demand side (individuals or organizations that obtain or obtain data from suppliers);
--- Evaluation side (executive evaluation of individuals or organizations. Evaluation side can be a test laboratory, an organization's quality department, a
Government agency or a user);
--- Development side (implementation development activities --- including the definition of demand in the data life cycle, analysis, design, implementation and test data
Person or organization);
--- maintenance side (the person or organization that performs the operation and maintenance activities of the data);
--- supplier (under the terms of the contract, the supply of data or services and demand-side contract between the performance of individuals or organizations);
--- users (individuals or organizations that use data to implement specific functions);
--- Quality managers (individuals or organizations that systematically inspect data);
--- Owner (responsible for data management and economic value, for data evaluation, collection, access, dissemination, storage, security and
Cancel a person or organization that owns legal rights and responsibilities).
This section considers a wide range of target entity data.
It can be applied to many types of information systems, as shown below.
--- legacy information system;
---database;
--- Distributed Information System;
--- collaborative information system;
--- World Wide Web.
The scope of this section does not include the following.
--- knowledge representation
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