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Apriori算法在手足口病与气象因素关系分析中的应用

Application of Apriori algorithm in the analysis of the relationship between hand-foot-mouth disease and meteorological factors

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【作者】 降惠尹振保武丽娟崔永梅魏晋

【Author】 JIANG Hui;YIN Zhenbao;WU Lijuan;CUI Yongmei;WEI Jin;Department of Computer Teaching,Changzhi Medical College;Changzhi Meteorological Bureau;Changzhi City Center for Disease Control and Prevention;

【机构】 长治医学院计算机教学部长治市气象局长治市疾病预防控制中心

【摘要】 探讨长治市手足口病(HFMD)与气象因素的关联关系。利用Apriori关联规则算法挖掘不同气象因素组合引发手足口病的频繁程度。长治市手足口病的周高发、中等发病率与前一周的平均水汽压、气温具有显著相关性。而周低发病率与前一周的气温(最低、平均)、降水量存在显著相关性。长治市手足口病周发病率与气象因素存在一定的关联性,应根据气象条件进行流行风险评估,及时采取相应的防控措施。

【Abstract】 To investigate the correlation between HFMD and meteorological factors in Changzhi city,the Apriori association rule algorithm is used to mine the frequency of HFMD caused by different meteorological factors. The high and moderate incidence of HFMD is significantly correlated with the mean vapor pressure and temperature in the previous week.But the low weekly incidence is correlated with temperature( lowest,mean) and the rainfall in the previous week. There is a certain correlation between the weekly incidence of HFMD and meteorological factors in Changzhi City. Epidemic risk assessment should be carried out according to meteorological conditions,and corresponding prevention and control measures should be taken in time.

【基金】 山西省高等学校科技创新项目(2019L0682)
  • 【文献出处】 智能计算机与应用 ,Intelligent Computer and Applications , 编辑部邮箱 ,2021年07期
  • 【分类号】R725.1;TP311.13
  • 【下载频次】90
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