Modeling and Measuring for Emotion Communication based on DIKW

Ting Hu, Yucong Duan
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引用次数: 6

Abstract

Traditional expression of emotion generally uses tone of voice or modality to express emotion content of a sender. There are limitations in expression space and personal differences in cognition, which can lead to misunderstanding. To solve these problems, we propose an emotion communication method based on Data, Information, Knowledge and Wisdom (DIKW). Firstly, the content expression of a sender transforms into Data, Information and Knowledge type resources by conceptualizing and abstracting for personalised services. In order to reduce unnecessary input costs, analysis of a sender purpose regulates the range of Data, Information, Knowledge and the transmission range of Data, Information, Knowledge. The order of priority for transferring them is in descending order of weight. Then, reshaping emotion content forms a topology that matches a receiver cognition ability to achieve a certain level of accuracy and efficiency transmission. Finally, using value-oriented assessment of emotion communications and blocking intrusions achieves a certain accuracy and efficiency and secure transmission.
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基于DIKW的情感交流建模与测量
传统的情感表达一般用语气或情态来表达发送者的情感内容。由于表达空间的限制和个人认知的差异,容易导致误解。针对这些问题,我们提出了一种基于数据、信息、知识和智慧(DIKW)的情感交流方法。首先,通过概念化和抽象,将发送者的内容表达转化为Data、Information和Knowledge类型的资源,实现个性化服务。为了减少不必要的投入成本,分析发送者的目的,规范了Data, Information, Knowledge的范围和Data, Information, Knowledge的传输范围。转移它们的优先级顺序是权重由大到小。然后,对情感内容进行重塑,形成与接受者认知能力相匹配的拓扑结构,达到一定程度的准确性和效率传递。最后,利用价值导向的情感沟通评估和阻断入侵,达到了一定的准确性和效率,保证了传递的安全性。
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