首页|基于随机森林和神经网络模型的大学生精神内耗调查研究

基于随机森林和神经网络模型的大学生精神内耗调查研究

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精神内耗是指个体在心理方面损耗导致的一种状态,精神内耗现象值得充分重视。通过构建随机森林模型显示对事物的完美追求是促使大学生内耗心理的决定性因素。在此基础上,建立神经网络模型对引发精神内耗现象成因进行预测,进而对于减少精神内耗现象提出针对性建议。通过研究得到结论:第一,大学生们对完美追求的执着,往往会给自己造成心理压力,久而久之就形成了内耗加重的心理状况;第二,不同线城市的学校和不同专业的大学生群体中不同性格人群产生精神内耗的情况较多;第三,学校所在地、大学生所就读专业以及专业成绩排名是大学生产生精神内耗重要影响因素。最后提出缓解大学生精神内耗的建议。
Research on College Students'Mental Internal Consumption Based on Random Forest and Neural Network Model
Mental internal consumption refers to a state caused by individual psychological consumption,and the phenomenon of mental internal consumption deserves full attention.By constructing the random forest model,it is shown that the pursuit of perfection is the decisive factor to promote internal friction.On this basis,a neural network model was established to predict the causes of college students'mental internalconsumption,and then some suggestions were put forward to reduce mental internal friction.Through the research,the conclusion is drawn:first,the persistence of college students in the pursuit of perfection often causes psychological pressure to themselves,and as time goes by,the psychological condition of internal friction is aggravated;second,there are more cases of mental internal friction among students with different personalities in different cities;thirdly,the location of the university,the major of the university students and the ranking of the professional results are the important factors affecting the mental internal friction of the university students.Finally,some suggestions are put forward to alleviate the mental internal friction of college students.

Mental internal frictionrandom forest modelneural network model

范英兵、陈莹、林爽、张琦

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黑河学院 理学院数据科学系,黑龙江 黑河 164300

精神内耗 随机森林模型 神经网络模型

黑龙江省大学生创新创业训练计划项目

S202313744032

2024

黑河学院学报
黑河学院

黑河学院学报

影响因子:0.169
ISSN:1674-9499
年,卷(期):2024.15(2)
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