Context Aware Virtual Assistant with Case-Based Conflict Resolution in Multi-User Smart Home Environment

Bauyrzhan Ospan, Nawaz Khan, J. Augusto, M. Quinde, Kenzhegali Nurgaliyev
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引用次数: 19

Abstract

In this work we will examine and develop a Virtual Assistant that is used as a control interface of the Smart Home environment in the Middlesex University laboratory. Specifically, the system is constructed to give multiple users an ability to control appliances by voice or text commands. The main purpose of the research is to create an user friendly interface with adaptive context aware Case-Based conflict resolution system. In addition, Artificial Neural Networks were used to classify user inputs to create a natural dialogue. Further, a set of random double-blinded evaluation tests were established with general positive results in terms of interface justification.
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多用户智能家居环境中基于案例的冲突解决情境感知虚拟助手
在这项工作中,我们将研究和开发一个虚拟助手,用作米德尔塞克斯大学实验室智能家居环境的控制界面。具体来说,该系统旨在为多个用户提供通过语音或文本命令控制设备的能力。研究的主要目的是创建一个具有自适应上下文感知的基于案例的冲突解决系统的用户友好界面。此外,使用人工神经网络对用户输入进行分类,以创建自然对话。此外,建立了一套随机双盲评价试验,在界面正当性方面总体呈阳性结果。
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