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李海芳, 何海鹏, 陈俊杰. 性格、心情和情感的多层情感建模方法[J]. 计算机辅助设计与图形学学报, 2011, 23(4): 725-730.
引用本文: 李海芳, 何海鹏, 陈俊杰. 性格、心情和情感的多层情感建模方法[J]. 计算机辅助设计与图形学学报, 2011, 23(4): 725-730.
Li Haifang, He Haipeng, Chen Junjie. A Multi-layer Affective Model Based on Personality,Mood and Emotion[J]. Journal of Computer-Aided Design & Computer Graphics, 2011, 23(4): 725-730.
Citation: Li Haifang, He Haipeng, Chen Junjie. A Multi-layer Affective Model Based on Personality,Mood and Emotion[J]. Journal of Computer-Aided Design & Computer Graphics, 2011, 23(4): 725-730.

性格、心情和情感的多层情感建模方法

A Multi-layer Affective Model Based on Personality,Mood and Emotion

  • 摘要: 针对情感模型没有很好地考虑个性因素的影响问题,提出一种性格、心情和情感的多层建模方法.通过分析影响情感的因素和人情感状态的变迁过程,建立性格、心情与情感的映射,并研究性格与情感、心情衰减的关系,构建心情和情感衰减函数.通过心理学实验得到情感状态波动时各种情感相互影响的数据,并通过统计分析相应规律生成情感影响因子矩阵,融入性格和心情变化、情感激活阈值和情感的相互作用建立多层情感模型.最后通过所设计的情感预测系统和人对相应图像情感理解的比较,验证了文中方法的有效性.

     

    Abstract: To incorporate the personality in the affective model,a multi-layer affective model is presented that simultaneously considers the influences of personality,mood and emotion.We build the mapping among personality,mood and emotion by analyzing the influences of the affect and the changing process of the human affective state.We also construct the decreasing functions with respect to the mood and affect by studying the relationship between personality and the descreasing of the affect and mood.We perform a sequence of psychological experiments to obtain various affective interaction status during the fluctuation of the affective state.The affective influence factor matrix is then generated by performing the statistical analysis to the results.Finally,a multi-layer affective model that combines the changes of the personality and mood,affective activation threshold and affective interaction is yielded.The efficiency of the proposed model is verified by comparing the predictive values of the designed affective forecasting system and the real affective understanding onto a set of images.

     

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