[1]王? 巍,王志良,谷学静,等.隐马尔可夫情感模型的复合情绪生成[J].智能系统学报,2010,5(6):545-550.
WANG Wei,WANG Zhi-liang,GU Xue-jing,et al.Complex emotion generating of an emotion model based on HMM[J].CAAI Transactions on Intelligent Systems,2010,5(6):545-550.
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WANG Wei,WANG Zhi-liang,GU Xue-jing,et al.Complex emotion generating of an emotion model based on HMM[J].CAAI Transactions on Intelligent Systems,2010,5(6):545-550.
隐马尔可夫情感模型的复合情绪生成
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
5
期数:
2010年第6期
页码:
545-550
栏目:
学术论文—自然语言处理与理解
出版日期:
2010-12-25
- Title:
- Complex emotion generating of an emotion model based on HMM
- 文章编号:
- 1673-4785(2010)06-0545-06
- 关键词:
- 情感计算; 人工心理; 人工情感; 隐马尔科夫情感模型
- 分类号:
- TP31；TP391
- 文献标志码:
- A
- 摘要:
- 情感模型的建立，是产生人工情感的一种途径，也是和谐人机交互的基础.针对现有的隐马尔可夫情感模型仅能产生基本情绪的问题，提出了一种改进的模型，使其能够产生复合情绪.首先，放宽已有理论的假设条件，使得某种刺激可以引发多种基本情绪，并且2种基本情绪状态的强度可以同时增大，提高了模型的普适性；其次在引入辅助矩阵和可变阈值后，实现了情感模型的复合情绪生成.通过仿真试验，验证了该模型的有效性.
- Abstract:
- Emotion model building provides a way to generate artificial emotion. In addition, it is the foundation of natural humanrobot interaction. In order to solve the problem of the existing hidden Markov model (HMM) only generating basic emotion, an improved model was proposed. It is capable of generating complex emotion. First, the hypothesis terms of the HMM emotion theory were softened, which made one stimuli trigger multiple emotions leading to a simultaneous increase in the intensity of two basic emotions, which universally enhanced the model. Second, an assistance matrix and variable threshold were introduced in order to implement complex emotion computing. Through experimentation, the effect of the model was verified
- 参考文献/References:
-
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- 相似文献/References:
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[1]王志良.人工心理与人工情感[J].智能系统学报,2006,1(1):38.
WANG Zhi-liang.Artificial psychology and artificial emotion[J].CAAI Transactions on Intelligent Systems,2006,1():38.
[2]陈建美,林鸿飞,杨志豪.基于语法的情感词汇自动获取[J].智能系统学报,2009,4(2):100.
CHEN Jian-mei,LIN Hong-fei,YANG Zhi-hao.Automatic acquisition of emotional vocabulary based on syntax[J].CAAI Transactions on Intelligent Systems,2009,4():100.
[3]夏 凡,王 宏.基于局部异常行为检测的欺骗识别研究[J].智能系统学报,2007,2(5):12.
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[4]张冬慧,程显毅.认知视角下的舆论观点句情感计算[J].智能系统学报,2017,12(4):498.[doi:10.11992/tis.201607023]
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[5]王 巍,王志良,郑思仪,等.人机交互中的个性化情感模型[J].智能系统学报,2010,5(1):10.
WANG Wei,WANG Zhi-liang,ZHENG Si-yi,et al.Affective model in humanrobot interaction[J].CAAI Transactions on Intelligent Systems,2010,5():10.
备注/Memo
收稿日期：2009-12-24.
基金项目：国家“863”计划资助项目(2007AA04Z218); 国家自然科学基金资助项目(60903067)
通信作者：王 巍.E-mail:wangwei8311@163.com.
作者简介：
王 巍，男，1983年生，博士研究生，主要研究方向为情感计算与人工情感、人工智能、机器人、优化理论.
王志良，男，1956年生，教授，博士生导师.中国人工智能学会常务理事、人工心理与人工情感专业委员会主任.主要研究方向为人工心理及情感计算、3C融合技术、智能机器人学、和谐人机交互，主持或参加国家高技术研究项目3项、国家自然科学基金项目2项、国家科技攻关项目5项、省部级课题20余项，发表学术论文180余篇，其中被SCI、EI检索60余篇.
更新日期/Last Update:
2011-03-03