| 关联规则数据挖掘技术在体质测试分析中的应用 |
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| 引用本文： | 张崇林,虞丽娟,吴卫兵.关联规则数据挖掘技术在体质测试分析中的应用[J].上海体育学院学报,2012(2):42-44. |
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| 作者姓名： | 张崇林 虞丽娟 吴卫兵 |
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| 作者单位： | 上海体育学院运动科学学院 |
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| 基金项目： | 上海市科学技术委员会2010“创新行动计划”专项资助项目(10490503500) |
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| 摘 要： | 采用关联规则数据挖掘法,对上海市某高校教职工体质测试数据进行相关分析,建立体质总评与各单项指标关联规则数据挖掘模型。结果显示:对青年教职工体质影响较大的单项指标为最大摄氧量、舒张压、左手握力、仰卧起坐、体脂率等;对中年教职工影响较大的指标为最大摄氧量、上肢力量、躯干力量等。建议为促进高校教职工的体质健康,应优先考虑发展其心肺机能,改善上肢和躯干力量。
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| 关 键 词： | 体质测试 教职工 关联规则 数据挖掘 |
The Application of Data Mining Technology of Association Rules in Physical Fitness Testing Analysis |
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| ZHANG Chong-lin,YU Li-juan,WU Wei-bing.The Application of Data Mining Technology of Association Rules in Physical Fitness Testing Analysis[J].Journal of Shanghai Physical Education Institute,2012(2):42-44. |
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| Authors: | ZHANG Chong-lin YU Li-juan WU Wei-bing |
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| Institution: | School of Kinesiology,Shanghai University of Sport,Shanghai 200438,China |
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| Abstract: | This paper,with the method of data mining of association rules,analyzes the physical fitness testing statistics from a university in Shanghai and builds a model between comprehensive fitness evaluation and single indexes.The study proves that such indexes as V·O2max,diastolic blood pressure,grip-lift,sit-up,fat%,etc.are important factors which affect young staff while V·O2max,forelimb-power,sit-up are important to mid-aged staff.The paper proposes that university staff should give priority to the improvement of cardio-respiratory function,forelimb and trunk power. |
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| Keywords: | fitness testing staff association rules data mining |
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