应用决策树探讨中国当代大学生情感素质下属各情感的相互关系
发布时间：2018-10-12 14:04
【摘要】：为深入了解大学生情感素质及其下属情感的相互关系,本文在已有全国大学生情感素质调查的基础上,利用决策树算法对大学生的情感素质及其下属情感(道德情感、生活情感、情绪智力)进行预测分类。结果表明:(1)决策树可以有效地对大学生情感素质下属各情感进行预测分类;(2)按属性重要性提取规则,道德情感对情感素质影响最大,生活情感次之;责任感对道德情感影响较大;自强感对生活情感有较强影响;理解他人情绪能力对情绪智力的影响较大。
[Abstract]:In order to deeply understand the relationship between college students' emotional quality and their subordinates, this paper, on the basis of the existing national investigation of college students' emotional quality, makes use of the decision tree algorithm to study the emotional quality of college students and their subordinate emotions (moral emotion). Life emotions, emotional intelligence) are predicted and classified. The results show that: (1) decision tree can effectively predict and classify the emotions of college students' emotional quality; (2) according to the importance of attributes, moral emotion has the greatest influence on emotional quality, followed by life emotion; Sense of responsibility has great influence on moral emotion; self-improvement has strong influence on life emotion; understanding other people's emotional ability has great influence on emotional intelligence.
【作者单位】： 上海师范大学教育学院;
【基金】：教育部哲学社会科学重大课题攻关项目“中国当代青年情感素质的现状、问题和对策研究”(13JZD048)的资助,是其成果之一
【分类号】：B844.2
本文编号：2266398
[Abstract]:In order to deeply understand the relationship between college students' emotional quality and their subordinates, this paper, on the basis of the existing national investigation of college students' emotional quality, makes use of the decision tree algorithm to study the emotional quality of college students and their subordinate emotions (moral emotion). Life emotions, emotional intelligence) are predicted and classified. The results show that: (1) decision tree can effectively predict and classify the emotions of college students' emotional quality; (2) according to the importance of attributes, moral emotion has the greatest influence on emotional quality, followed by life emotion; Sense of responsibility has great influence on moral emotion; self-improvement has strong influence on life emotion; understanding other people's emotional ability has great influence on emotional intelligence.
【作者单位】： 上海师范大学教育学院;
【基金】：教育部哲学社会科学重大课题攻关项目“中国当代青年情感素质的现状、问题和对策研究”(13JZD048)的资助,是其成果之一
【分类号】：B844.2
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