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数据挖掘中关联规则在睡眠对躯体疼痛影响评价中的应用
APPLICATION OF ASSOCIATION BASED ON DATA MINING IN ESTIMATING THE IMPACT OF SLEEP ON BODY PAIN
【摘要】 [目的]用关联规则挖掘睡眠与躯体疼痛的关系。[方法]采用数据挖掘技术中的关联规则找出睡眠相关指标与躯体疼痛之间的关联关系。[结果]主观睡眠计分、白天功能紊乱计分、睡眠潜伏期计分、习惯性睡眠效率计分、睡眠紊乱计分等高计分则会出现躯体疼痛,而低计分则不出现躯体疼痛等。[结论]关联规则方法用来评价睡眠对躯体疼痛的影响具有广阔的应用前景。
【Abstract】 [Objective]To find the relation of sleep and body pain by association rules mining.[Methods]Used association rules of data mining techniques to identify the relation between sleep-related indicators and body pain.[Results]The high score of subjective sleep,daytime functional disorder,time to fall asleep,efficiency of sleep,sleep disorder appeared with body pain,while the low score did not.[Conclusion]Association rule is a perfect method for estimating the impact of sleep on body pain.
- 【文献出处】 现代预防医学 ,Modern Preventive Medicine , 编辑部邮箱 ,2008年05期
- 【分类号】TP311.13
- 【被引频次】1
- 【下载频次】122