GB/T 44811-2024Internet of things—Data quality evaluation methods (English PDF)

Foreword

This document is in accordance with the provisions of GB/T 1.1-2020 "Guidelines for standardization work Part 1: Structure and drafting rules for standardization documents" Drafting is required.

Please note that some of the contents of this document may involve patents. The issuing organization of this document does not assume the responsibility for identifying patents.

This document was proposed and coordinated by the National Technical Committee for Information Technology Standardization (SAC/TC 28).

This document was drafted by: China Electronics Standardization Institute, CGN Intelligent Technology (Shenzhen) Co., Ltd., Guangdong Power Grid Co., Ltd., China Electronics Information Industry Group Co., Ltd., China Petrochemical Corporation, Beijing Satellite Environmental Engineering Research Institute Institute, China Southern Power Grid Co., Ltd., Beijing Tongniu Information Technology Co., Ltd., Qingdao Xinbit Electronic Technology Co., Ltd., Zhejiang Digital Economy Development Center, Inner Mongolia Autonomous Region Big Data Center, China Unicom Digital Technology Co., Ltd., Shanghai SoftChina Information Technology Co., Ltd.

Company, Hainan Power Grid Co., Ltd., Guoxin Youyi Data Co., Ltd., China Academy of Space Technology, Shenbang Intelligent Technology (Qingdao) Co., Ltd., China Telecom Group Finance Co., Ltd., Xingyao Energy (Beijing) Technology Co., Ltd., Beijing Quanlu Communication Signal Research Institute Research and Design Institute Group Co., Ltd., Zhejiang Panshi Information Technology Co., Ltd., and Zhejiang Fangxin Standard Technology Co., Ltd.

The main drafters of this document are: Wang Weizhong, Chen Weixiong, Zhang Chaochao, Wang Chuntao, Jiang Nan, Li Manli, Li Bing, Gao Liwei, Wang Ruiqi, Wang Ao, Li Huan, Chen Bing, Li Zhichun, Chen Xi, Chen Yali, Chen Jinbao, Xia Hu, Li Caihong, Zhou Yuhan, Yang Lin, Zhang Jun, Zhang Yin, Zhang Shaoze, Zhang Hongqiang, Wang Min, Wang Guorui, Pei Qiugen, Chen Bin, Yang Qiuyong, Fu Limin, Guo Tianxu, Lu Junjuan, Zhang Zeqian, Jia Xiaojie, Song Boyu, Wang Lan, Liu Guojie, Wang Zhiyong, Bai Xue, Zhu Shurui, Hu Zhiheng, Shen Zhongyi, Wu Junwei, Zhang Lei, Feng Caochong, Chen Yongjin, Wang Yi, Li Aotie, Cai Zhi, Dong Weiwei, Guo Wei.

IoT data quality evaluation method

1 Scope

This document describes a data quality assessment method for IoT application scenarios.

This document is applicable to guide the establishment and review of data quality evaluation processes throughout the entire life cycle of IoT data.

2 Normative references

This document has no normative references.

3 Terms and definitions

The following terms and definitions apply to this document.

4 Evaluation framework

In the IoT application scenario, data quality evaluation is based on evaluation assurance and is carried out through data scope definition, and the accuracy, Data quality is checked based on indicators such as consistency, completeness, standardization, timeliness and accessibility, and the weights are analyzed and evaluated.

The implementation process of data quality evaluation mainly includes data scope definition, data quality inspection, weight analysis, and evaluation result calculation.

and evaluation guarantee, as shown in Figure 1.