决策驱动型省级政务大数据治理技术架构及实现

doi:10.11959/j.issn.2096-0271.2023015

Abstract

Abstract:

In the new era, government data has undergone tremendous changes in terms of form and generation mechanism, presenting multi-modality, huge volume, complex structure, and time series evolution, which has brought new challenges to traditional governance.This paper takes provincial government big data governance as the starting point, and mainly includes three aspects: (1) analyzed the technical framework and bottlenecks of traditional provincial government big data governance; (2) based on the government decision-making scenario, proposed a decisiondriven provincial government big data governance technology architecture (called Fengxiang model), introduced its components, design principles, overall architecture, and demonstrated its feasibility; (3) aiming at the four key business issues and key technical issues in the technical framework of Fengxiang model, further proposed targeted technical implementation ideas to provide a reference for the construction of follow-up governance projects in various provinces and cities and the research and selection of related technical routes.

Key words: government big data, data governance, decision making, complex structure

CLC Number:

TP391

Fan MENG, Qunli YANG, Yang GAO. Technical architecture and implementation of decision-driven provincial government big data governance[J]. Big Data Research, 2024, 10(2): 140-151.

Figures/Tables 6

References 12

[1]	梅宏 . 数据治理之论[M]. 北京: 中国人民大学出版社, 2020.
	MEI H . The theory of data governance[M]. Beijing: China Renmin University Press, 2020.
[2]	梅宏 . 大数据发展现状与未来趋势[J]. 交通运输研究, 2019,5(5): 1.
	MEI H . Current situation and future trend of big data development[J]. Transportation Research, 2019,5(5): 1.
[3]	范灵俊, 洪学海, 黄晁 ,等. 政府大数据治理的挑战及对策[J]. 大数据, 2016,2(3): 27-38.
	FAN L J , HONG X H , HUANG C ,et al. Challenge and countermeasure of governing government big data[J]. Big Data Research, 2016,2(3): 27-38.
[4]	杨孟辉, 杜小勇 . 政府大数据治理：政府管理的新形态[J]. 大数据, 2020,6(2): 3-18.
	YANG M H , DU X Y . Big data governance in governments:a new form of the government administration[J]. Big Data Research, 2020,6(2): 3-18.
[5]	代红, 张群, 尹卓 . 大数据治理标准体系研究[J]. 大数据, 2019,5(3): 47-54.
	DAI H , ZHANG Q , YIN Z . Study on big data governance standard system[J]. Big Data Research, 2019,5(3): 47-54.
[6]	印鉴, 朱怀杰, 余建兴 ,等. 大数据治理的全景式框架[J]. 大数据, 2020,6(2): 19-26.
	YIN J , ZHU H J , YU J X ,et al. A panoramic framework of big data governance[J]. Big Data Research, 2020,6(2): 19-26.
[7]	黄科满, 杜小勇 . 数据治理价值链模型与数据基础制度分析[J]. 大数据, 2022,8(4): 3-16.
	HUANG K M , DU X Y . Value chain model of data governance and its application on data governance regulation analysis[J]. Big Data Research, 2022,8(4): 3-16.
[8]	信息技术大数据术语:GB/T35295-2017[S]. 北京:全国信息技术标准化技术委员会, 2017.
	Information technology-merminology:GB/T35295-2017[S]. Beijing:National Information Technology Standardization Technical Committee, 2017.
[9]	杜小勇, 陈跃国, 范举 ,等. 数据整理——大数据治理的关键技术[J]. 大数据, 2019,5(3): 13-22.
	DU X Y , CHEN Y G , FAN J ,et al. Data wrangling:a key technique of data governance[J]. Big Data Research, 2019,5(3): 13-22.
[10]	安小米, 郭明军, 洪学海 ,等. 政府大数据治理体系的框架及其实现的有效路径[J]. 大数据, 2019,5(3): 3-12.
	AN X M , GUO M J , HONG X H ,et al. Framework of government big data governance system and effective way of implementation[J]. Big Data Research, 2019,5(3): 3-12.
[11]	李锋, 周舟 . 数据治理与平台型政府建设——大数据驱动的政府治理方式变革[J]. 南京大学学报（哲学·人文科学·社会科学）, 2021,58(4): 53-61.
	LI F , ZHOU Z . Governing with data and strengthening government of platform kind:improving big-data-driven governance by government[J]. Journal of Nanjing University(Philosophy,Humanities and Social Sciences), 2021,58(4): 53-61.
[12]	胡海波 . 理解整体性政府数据治理:政府与社会的互动[J]. 情报杂志, 2021,40(3): 153-161.
	HU H B . Understanding holistic government data governance:interaction between government and society[J]. Journal of Information, 2021,40(3): 153-161.

Metrics

Recommended 0

No Suggested Reading articles found!

[1]	Xindong WU, Zeyu YING, Shaojing SHENG, Tingting JIANG, Chenyang BU, Zan ZHANG. Data central-platform: architecture and practice [J]. Big Data Research, 2023, 9(6): 137-159.
[2]	Hong MEI, Xiaoyong DU, Hai JIN, Xueqi CHENG, Yunpeng CHAI, Xuanhua SHI, Xiaolong JIN, Yasha WANG, Chi LIU. Big data technologies forward-looking [J]. Big Data Research, 2023, 9(1): 1-20.
[3]	Wenlong LI, Yuan YUAN, Xiaopeng AN. Modus operandi of big data governance: some preliminary observations [J]. Big Data Research, 2022, 8(4): 34-45.
[4]	Keman HUANG, Xiaoyong DU. Value chain model of data governance and its application on data governance regulation analysis [J]. Big Data Research, 2022, 8(4): 3-16.
[5]	Huanyou CHAI, Sannyuya LIU, Lingyun KANG, Yaxian ZHANG, Qing LI, Zhi LIU. Research on the mechanism and key technologies for big data collection in education [J]. Big Data Research, 2020, 6(6): 14-25.
[6]	Hong DAI, Qun ZHANG, Haolin LU, Junzhi BIN. Comparative analysis between bank industry data governance guidelines and DCMM [J]. Big Data Research, 2020, 6(5): 118-128.
[7]	Menghui YANG, Xiaoyong DU. Big data governance in governments:a new form of the government administration [J]. Big Data Research, 2020, 6(2): 3-18.
[8]	Ju FAN, Yueguo CHEN, Xiaoyong DU. Progress on human-in-the-loop data preparation [J]. Big Data Research, 2019, 5(6): 3-18.
[9]	Hong DAI, Qun ZHANG, Zhuo YIN. Study on big data governance standard system [J]. Big Data Research, 2019, 5(3): 47-54.
[10]	Dongxing JIANG, Ruonan GAO, Haoyu WANG. Research on supervising big data governance method for securities and futures industry [J]. Big Data Research, 2019, 5(3): 23-34.
[11]	Xiaoyong DU, Yueguo CHEN, Ju FAN, Wei LU. Data wrangling:a key technique of data governance [J]. Big Data Research, 2019, 5(3): 13-22.
[12]	Xiaomi AN, Mingjun GUO, Xuehai HONG, Wei WEI. Framework of government big data governance system and effective way of implementation [J]. Big Data Research, 2019, 5(3): 3-12.
[13]	Tong RUAN, Jiahui QIU, Zhixing ZHANG, Qi YE. Medical data governance: building the data foundation for intelligent analysis of high quality medical big data [J]. Big Data Research, 2019, 5(1): 12-24.
[14]	Xuehai HONG, Zhiqiang WANG, Qinghai YANG. Research on the quality control of sharing big data for government [J]. Big Data Research, 2017, 3(3): 44-52.
[15]	Chaohui MA, Ruihua NIE, Haoxiang TAN, Jiaming LIN, Xinming WANG, Hua TANG, Jinji YANG, Gansen ZHAO. Research on data schema and security in data governance [J]. Big Data Research, 2016, 2(3): 83-95.

Technical architecture and implementation of decision-driven provincial government big data governance

RichHTML

PDF下载

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 6

References 12

Related Articles 15

Metrics

Recommended 0