遇见数据集

Three sets of experimental data to evaluate taxonomy performance

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Mendeley Data2026-04-18 收录
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These are the three sets of experimental data used in the paper named "Method Construction and Evaluation: A More Comprehensive and Reliable taxonomy of Causes of Coal Mine Gas Explosion". "Experiment 1 Analysis results of group A.xls" and "Experiment 1 Analysis results of group B.xls" are the analysis results of the two groups of analysts in Experiment 1, which are used to calculate the consistency of the accident analysis results. "Accident Case Paragraph Code Table.xlsx" is the coding table of the original paragraph of the accident investigation report used in the second experiment. "Experiment 2_Results of the expert group and group B analysts.xlsx" contains the accident cause coding table used in Experiment 2 and the classification results of the expert group and group B analysts after coding with the coding table. This set of data is used to calculate parameters such as F1 score to assess the criterion validity of the taxonomy. "Experiment 3_Results of secondary classification of analysis results of group A by applying taxonomy.xlsx" is the data of Experiment 3, including the accident analysis results of Group A analysts in Experiment 1 and the results of secondary classification by applying the taxonomy. This set of data is used to calculate causation coverage to assess the content validity of the taxonomy.

本数据集收录于题为《方法构建与评估:更全面可靠的煤矿瓦斯爆炸诱因分类体系(taxonomy)》的论文,包含该文中所用的三套实验数据。 "Experiment 1 Analysis results of group A.xls"与"Experiment 1 Analysis results of group B.xls"为实验1中两组分析人员的分析结果,用于计算事故分析结果的一致性程度。 "Accident Case Paragraph Code Table.xlsx"为实验2所用的事故调查报告原文段落编码表。 "Experiment 2_Results of the expert group and group B analysts.xlsx"包含实验2所用的事故诱因编码表,以及专家组与B组分析人员使用该编码表完成编码后的分类结果。该数据集用于计算F1分数等参数,以评估该分类体系的准则效度(criterion validity)。 "Experiment 3_Results of secondary classification of analysis results of group A by applying taxonomy.xlsx"为实验3的数据集,包含实验1中A组分析人员的事故分析结果,以及应用该分类体系进行二次分类的结果。该数据集用于计算诱因覆盖度,以评估该分类体系的内容效度(content validity)。

创建时间:
2022-08-30
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