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The internet of things-based decision support system for information processing in intelligent manufacturing using data mining technology

机译:基于事物互联网的决策支持系统,用于使用数据挖掘技术的智能制造中的信息处理

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摘要

To comprehensively understand the decision information system for the information processing of the intelligent manufacturing under Internet of Things, an intelligent decision support system (DSS) based on data mining technology is applied to enterprises to establish an Internet of Things-based intelligent DSS for manufacturing industry, thereby supporting the decision-makers in making intelligent decisions through the intelligent DSS. The research results show that data mining technology can analyze the statistical data from multiple angles and perspectives by modeling, classifying, and clustering a large amount of data, as well as discovering the correlations between the data. Also, in statistical work, the data are counted, and their correlations are utilized to support the decision analysis. Therefore, it can be concluded that the establishment of intelligent DSS for enterprises in manufacturing industry and the utilization of data mining technology as the key technology to achieve the system can make the decision-making of the manufacturing enterprises more effective and scientific. Eventually, the satisfactory decision-making results can be obtained.
机译:为了全面了解信息处理智能制造的决策信息系统,基于数据挖掘技术的智能决策支持系统(DSS)适用于企业建立基于事物的智能DSS互联网,用于制造业从而支持决策者通过智能DSS制作智能决策。研究结果表明,数据挖掘技术可以通过建模,分类和聚类了大量数据来分析来自多个角度和视角的统计数据,以及发现数据之间的相关性。此外,在统计工作中,计算数据,并且它们的相关性用于支持决策分析。因此,可以得出结论,为制造业企业建立智能DSS和数据挖掘技术的利用作为实现系统的关键技术可以使制造企业决策更有效和科学。最终,可以获得令人满意的决策结果。

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  • 来源
    《Mechanical systems and signal processing》 |2020年第8期|106630.1-106630.11|共11页
  • 作者单位

    School of Mechanical Engineering Jiangsu University Zhenjiang 212013 Jiangsu China School of Mechanical Engineering Hefei University Hefei 230601 Anhui China School of Mechanical Engineering Nanjing University of Science and Technology Nanjing 210094 Jiangsu China;

    School of Mechanical and Electrical Engineering Hebei Agricultural University Baoding 071000 Hebei China;

    School of Mechanical Engineering Hefei University Hefei 230601 Anhui China;

    School of Mechanical Engineering Nanjing University of Science and Technology Nanjing 210094 Jiangsu China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Intelligent decision support system; Data mining; Decision tree;

    机译:智能决策支持系统;数据挖掘;决策树;

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