| HMM的情绪模型对个体心理健康的预测及其功能实现 |
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| 引用本文： | 孙颖,远雪霏.HMM的情绪模型对个体心理健康的预测及其功能实现[J].天津大学学报(社会科学版),2011,13(6):531-536. |
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| 作者姓名： | 孙颖 远雪霏 |
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| 作者单位： | 1. 天津大学教育学院,天津,300072
2. 天津大学理学院,天津,300072 |
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| 基金项目： | 2011年教育部人文社会科学研究规划基金资助项目 |
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| 摘 要： | 基于隐马尔可夫链构造了一个情绪概率空间，定义了情绪预测用的基本情绪状态，以及个体情绪的基本变化转移过程，建立了预测个体情绪变化的情绪预测模型，并基于个体固有的个性情绪特征，对不同个体的情绪变化进行预测，绘制情绪图谱，给出了情绪能量、情绪强度和情绪熵等概念，用以描述情绪特征与情绪状态。通过Matlab的仿真计算，验证此预测模型可以较好地模拟情绪状态自发转移的动态过程，可用于个体的情绪预测模拟计算，为个体心理咨询和心理健康教育提供了一种新的路径，是心理建档时可依循的可靠数据资料。
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| 关 键 词： | 情绪预测模型 隐马尔可夫模型 心理健康 |
Application Emotion Model Based on HMM in Mental Health Forecast |
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| SUN Ying,YUAN Xue-fei.Application Emotion Model Based on HMM in Mental Health Forecast[J].Journal of Tianjin University(Social Sciences),2011,13(6):531-536. |
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| Authors: | SUN Ying YUAN Xue-fei |
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| Institution: | SUN Ying1,YUAN Xue-fei2(1.School of Vocational and Technical Education,Tianjin University,Tianjin 300072,China,2.School of Science,China) |
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| Abstract: | The paper built an emotion probability space based on Hidden Markov Model.Basic emotions and levels within the emotion space were defined as well as the transition pattern of those emotions.A emotion Forecast Model based on the individual's unique emotion character was built to forecast the spontaneous emotion transferring and produce the emotion transferring diagram.The paper also gave the definition of some concepts describing emotion character and states,such as emotion energy,affective intensity,affecti... |
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| Keywords: | emotion forecast model hidden Markov model mental health |
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