煤炭企業(yè)元數(shù)據(jù)采集與治理系統(tǒng)建設研究

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摘 要：本文介紹了煤炭企業(yè)數(shù)據(jù)采集系統(tǒng)的開發(fā)背景，分析了該系統(tǒng)針對企業(yè)數(shù)據(jù)進行元數(shù)據(jù)體系化、數(shù)據(jù)采集標準、數(shù)據(jù)質量、數(shù)據(jù)模型、主題域、數(shù)據(jù)服務、數(shù)據(jù)分析算法等數(shù)據(jù)治理體系的建設，提出了實現(xiàn)數(shù)據(jù)采集、數(shù)據(jù)清洗、數(shù)據(jù)存儲等的方法，為數(shù)據(jù)分析系統(tǒng)和智能問答系統(tǒng)提供了行業(yè)數(shù)據(jù)服務和行業(yè)業(yè)務基礎服務。

關鍵詞：數(shù)據(jù)采集，煤炭企業(yè)元數(shù)據(jù)，數(shù)據(jù)清洗，數(shù)據(jù)治理

DOI編碼：10.3969/j.issn.1002-5944.2023.19.015

Research on the Construction of Metadata Collection and Governance System for Coal Enterprises

WANG Hui XING Wei CAO Shuai YIN Peng-fei SHI Meng-yao

（Shanxi Yangmei Lianchuang Information Technology CO.， Ltd.）

Abstract： This paper introduces the development background of the data collection system of coal enterprises， and analyzes the construction of data governance systems such as metadata systematization， data collection standards， data quality， data models， subject domains， data services， data analysis algorithms， etc. The paper proposes the methods of data collection， data cleaning and data storage， etc.， and provides industry data services and industry business basic services for data analysis systems and intelligent question answering systems.

Keywords： data collection， coal enterprise metadata， data cleaning， data governance

1 系統(tǒng)開發(fā)背景

當前，煤炭行業(yè)相關企業(yè)結合生產(chǎn)制造模式、平臺企業(yè)服務運營模式，分析梳理業(yè)務流程和系統(tǒng)設備，考慮行業(yè)要求、業(yè)務規(guī)模、數(shù)據(jù)復雜程度等實際情況，對企業(yè)數(shù)據(jù)和行業(yè)數(shù)據(jù)進行分類梳理、標識，基本形成行業(yè)數(shù)據(jù)分類清單。（剩余5609字）