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Articles

The Early Warning Factor Analysis of Psychological Crisis of College Students Based on Double Limited Dominance Rough Set

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  • 1. School of Management, Hefei University of Technology, Hefei 230009, China;
    2. School of Electric Engineering and Automation, Hefei University of Technology, Hefei 230009, China;
    3. Intelligent manufacturing institute, Hefei University of Technology, Hefei 230009, China;
    4. Committee for Discipline Inspection,Supervision Office,Hefei University of Technology Hefei 230009,China

Received date: 2015-04-17

  Revised date: 2016-01-06

  Online published: 2018-01-31

Abstract

In order to recognize psychological crisis of college students effectively, according to the education statistics theory, a classification method based on dominance relation is used and a double limited dominance rough set approach and calculation method for early warning information system of psychological crisis of college students is established in this paper. According to the known properties values of each attribute of information system, the probability distribution is calculated. And the probability threshold is selected and compared with the obtained advantages of probability to realize the dominance relation judgment between each object. In addition, a comprehensive comparison and analysis of attribute reduction effect under different threshold probability is made to obtain the main factors of psychological crisis of college students.
According to the questionnaire survey and comparative analysis and calculation, it indicates that the obtained simplified results is more applicable, and has higher accuracy and a lower error rate of classification.

Cite this article

ZHANG Yong, LIU Xin-bao, ZHAO Li-xin, XIA Jing-fan, ZHANG Li . The Early Warning Factor Analysis of Psychological Crisis of College Students Based on Double Limited Dominance Rough Set[J]. Chinese Journal of Management Science, 2017 , 25(11) : 143 -150 . DOI: 10.16381/j.cnki.issn1003-207x.2017.11.015

References

[1] 董雪梅. 高校公共安全突发事件成因分析及应对策略[J]. 中国行政管理, 2009,(7):91-94.

[2] 郭丽娟, 仪彬, 关蓉,等. 简约指标体系下的区域创新能力评价:基于主基底变量筛选和主成分分析方法[J]. 系统工程, 2011, 29(7):34-40.

[3] Grzymalabusse J W. Data with missing attribute values:Generalization of indiscernibility relation and rule induction[M]//Peters JF,Skowron A,Grzymala-Busse JW,et al.Transactions on rough sets I. Springer Berlin Heidelberg, 2004.

[4] Greco S, Matarazzo B, Slowinski R.Rough approximation by dominance relation[J].International Journal of Intelligent Systems, 2002, 17(2):153-171.

[5] Yang Xibei, Yang Jingyu, Wu Chen, et al. Dominance-based rough set approach and knowledge reductions in incomplete ordered information system[J]. Information Sciences, 2008, 178(4):1219-1234.

[6] Stefanowski J, Tsoukiàs A. On the extension of rough sets under incomplete information[C]//Proeedings of International Wrokshop on Rough Sets,Fuzzy Softs,Data Mining,and Granular,Soft Computing,Yamaguchi, Japan Computing,Yamaguchi,9-11,1999.

[7] 骆公志, 杨晓江, 刘思峰. 基于限制优势关系的粗糙决策分析模型[J].中国管理科学, 2009,17(5):127-132.

[8] 翟育明, 蔡红, 郭斌. (α,β)集对限制优势粗糙集及决策模型[J]. 系统管理学报, 2014,23(3):437-443.

[9] 骆公志, 杨习贝, 杨晓江.基于限制优势关系的粗糙模糊集及知识约简[J].系统工程与电子技术, 2010,32(8):1657-1661.

[10] 苟光磊, 王国胤, 利节, 等. 基于置信优势关系的粗糙集近似模型[J]. 控制与决策, 2014,29(7):1325-1329.

[11] Galton F. Statistics of mental imagery[J]. Mind, 1880, 5(19):301-318.

[12] 徐伟华, 张晓燕, 张文修. 优势关系下不协调目标信息系统的部分一致约简[J]. 模糊系统与数学, 2009, 23(6):155-161.

[13] Garlow S J, Rosenberg J, Moore J D, et al. Depression, desperation, and suicidal ideation in college students:Results from the American Foundation for Suicide Prevention College Screening Project at Emory University[J]. Depression and Anxiety, 2008, 25(6):482-488.

[14] Tang Fang, Qin Ping. Influence of personal social network and coping skills on risk for suicidal ideation in Chinese university students.[J]. Plos One, 2015, 10(3):e0121023.

[15] Orden K A V, Witte T K, Cukrowicz K C, et al. The interpersonal theory of suicide[J]. Psychological Review, 2010, 117(2):575-600.

[16] You Zhiqi, Chen Mingxi, Yang Sen, et al. Childhood adversity, recent life stressors and suicidal behavior in Chinese college students.[J]. Plos One, 2014, 9(3):e86672.

[17] 张勇, 张丽, 王建平. 基于限制优势关系粗糙集的高校学生心理危机预警要素分析[J]. 合肥工业大学学报,2013,36(12):1523-1528.

[18] 董炳刚. 心理扭力与大学生自杀意念关系的研究[D].济南:山东大学,2014.
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