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基于关联规则挖掘与云模型的煤矿双重预防建设评价

闫振国 王溢洋 黄玉鑫 苏慧东 熊帅 张金龙 秦志鑫 张龙成 李磊

煤矿安全2024,Vol.55Issue(11):241-249,9.
煤矿安全2024,Vol.55Issue(11):241-249,9.DOI:10.13347/j.cnki.mkaq.20240171

基于关联规则挖掘与云模型的煤矿双重预防建设评价

Dual prevention construction evaluation for coal mines based on association rule mining and cloud model

闫振国 1王溢洋 1黄玉鑫 1苏慧东 1熊帅 1张金龙 1秦志鑫 1张龙成 1李磊1

作者信息

  • 1. 西安科技大学安全科学与工程学院,陕西 西安 710054
  • 折叠

摘要

Abstract

A coal mine dual prevention construction evaluation model based on association rule mining and combined weighting cloud model is proposed.Firstly,based on association rule mining,the evaluation indicators for the effectiveness evaluation system of the dual prevention mechanism construction in coal mines are determined.Secondly,the analytic hierarchy process and anti en-tropy weight method are used to obtain the subjective and objective weights of the indicators.Then,the composite normalization method is used to obtain the combined weights of the indicators,and a cloud theory model is introduced to construct an evaluation model for coal mine dual prevention construction based on the cloud model.Finally,by analyzing a coal mine as a sample,the evalu-ation results of the model are compared with those of the analytic hierarchy process cloud model and the anti entropy weight method cloud model.The results indicate that the evaluation model is more scientific and accurate in the evaluation of dual prevention con-struction in coal mines,which helps to assist coal mines in establishing a scientific and reasonable"dual prevention"mechanism.

关键词

煤矿安全评价模型/关联规则/组合赋权/云模型/双重预防机制

Key words

coal mine safety evaluation model/association rules/combination weighting/cloud model/dual prevention mechanism

分类

矿业与冶金

引用本文复制引用

闫振国,王溢洋,黄玉鑫,苏慧东,熊帅,张金龙,秦志鑫,张龙成,李磊..基于关联规则挖掘与云模型的煤矿双重预防建设评价[J].煤矿安全,2024,55(11):241-249,9.

基金项目

国家自然科学基金资助项目(52074214) (52074214)

陕西省重点研发计划资助项目(2023-YBSF-190) (2023-YBSF-190)

煤矿安全

OA北大核心CSTPCD

1003-496X

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