A Model to Incorporate Emotional Sensitivity into Human Computer Interactions

S. Ramnani, R. Gorthi
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引用次数: 0

Abstract

Human machine interaction has started receiving much attention in recent years. The 'Link' which plays a major role in interfacing and facilitating human machine interaction, is getting more and more equipped with different modalities (such as natural language processing , intelligent reasoning etc.) so as to shift the cognitive load of understanding from human to machine. This makes machines not only be able to respond in more appropriate and relevant ways but also reduces the human efforts (in making the system understand and act) to the extent possible. This research work contributes to the design and implementation of the interface by presenting a unified model that takes human machine interaction to a advanced level of understanding with an intelligent interface that not only consists of incorporating emotional intelligence into machines but also identifying contextual information, intention recognition (for a given user's textual response) leading to strategic adaptive dialogue management. The motivation for the system proposed is to provide an inexpensive, unobtrusive means for human beings to interact with computer applications in a meaningful way that requires minimal effort. Research work is completely dedicated to provide a baseline mechanism for achieving stress free satisfying interaction between human and machines. Our system is tested against the existing IVR technology and corresponding results are captured.
一个将情感敏感性纳入人机交互的模型
近年来,人机交互开始受到广泛关注。“链接”在连接和促进人机交互中起着重要作用,它越来越多地配备了不同的模式(如自然语言处理、智能推理等),从而将理解的认知负荷从人转移到机器。这使得机器不仅能够以更适当和相关的方式做出反应,而且还尽可能减少了人类的努力(使系统理解和行动)。这项研究工作通过提出一个统一的模型,有助于界面的设计和实现,该模型将人机交互提升到一个高级的理解水平,智能界面不仅包括将情商纳入机器,还包括识别上下文信息,意图识别(针对给定用户的文本响应),从而实现战略适应性对话管理。提出该系统的动机是提供一种廉价的、不引人注目的方法,使人类能够以一种有意义的方式与计算机应用程序交互,而这种方式只需要最少的努力。研究工作完全致力于提供一个基线机制,以实现人与机器之间无压力的满意交互。我们的系统针对现有的IVR技术进行了测试,并捕获了相应的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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