| 基于OCC模型的E-learning系统情感建模 |
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| 引用本文： | 乔向杰,王志良,王万森. 基于OCC模型的E-learning系统情感建模[J]. 计算机科学, 2010, 37(5): 214-218 |
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| 作者姓名： | 乔向杰 王志良 王万森 |
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| 作者单位： | 1. 北京科技大学信息工程学院,北京,100083
2. 首都师范大学信息工程学院,北京,100037 |
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| 基金项目： | 国家自然科学基金项目(60573059);;北京市自然科学基金重点项目(KZ200810028016)资助 |
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| 摘 要： | 根据OCC模型理论,提出一种在e-learning系统中基于认知评价的学生情感识别模型。采用模糊推理方法实现学生对学习事件的期望度推理,并通过构建动态贝叶斯网络对所构建的模型进行了计算机仿真测试和评估,结果验证了模型的合理性和有效性,从而为构建具有情感智能的e-learning系统提供了一种新的情绪识别模型和架构。
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| 关 键 词： | OCC模型 认知评价 动态贝叶斯网络 情感缺失 情感建模 |
| 收稿时间： | 2009-06-19 |
| 修稿时间： | 2009-09-02 |
Emotional Modeling in an E-learning System Based on OCC Theory |
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| QIAO Xiang-jie,WANG Zhi-liang,WANG Wan-sen. Emotional Modeling in an E-learning System Based on OCC Theory[J]. Computer Science, 2010, 37(5): 214-218 |
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| Authors: | QIAO Xiang-jie WANG Zhi-liang WANG Wan-sen |
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| Affiliation: | School of Information Engineering/a>;University of Science & Technology Beijing/a>;Beijing 100083/a>;China;School of Information Engineering/a>;Capital Normal University/a>;Beijing 100037/a>;China |
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| Abstract: | According to OCC model,an emotional recognition model based on cognition and appraisal theory was proposed.The expectation probability of events in the educational environment was determined by reasoning with a fuzzy way.A dynamic bayesian network was also built to evaluate and simulate the learning process and the result shows the model's validity and rationality.Thus this paper's work has provided a novel emotion recognition model and frame to make e-learning systems more emotional intelligent. |
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| Keywords: | OCC model Cognition appraisal Dynamic Bayesian network Emotional lacking Emotional modeling |
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