信任问题:依赖逻辑、BCI和传感器代理的智能家居系统

Violeta Tulceanu
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引用次数: 3

摘要

在本文中,我们概述了一个智能家居系统(及其背后的推理机制),旨在改善重度残疾人的生活体验,依靠逻辑,脑机接口(BCI)和移动传感器代理。有一个重要的社会类别的人,由于年老或瘫痪等条件失去了管理自己生活的能力。这些人被迫依靠他人来管理他们的财务、开支、日常必需品,如吃饭、打开电视或拨打紧急电话。在我们之前的研究中,我们描述了一种通过脑机接口捕获的情绪建模方式。在这里,我们将该模型扩展到抽象和具体的概念,并使用认知逻辑和信任逻辑,以便通过BCI耳机允许人和异构代理之间的通信。我们首先描述了一个表达推理的形式化模型,它被捕获在其皮层投影中。其次,我们描述了一种使用信任逻辑的通信协议,该逻辑允许用户向特定的侦听代理发出命令。系统应该使用推理和逻辑从用户收到的命令中学习,并配置与通常的偏好和需求相对应的例程。最后,在接收和确认来自其他传感器的与用户生命体征相关的数据或其他识别危机情况的数据时,代理应该能够决定何时改变其任务优先级,并且系统应该特别自配置,以便为用户提供最佳帮助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Matter of Trust: Smart Home System Relying on Logic, BCI, and Sensor Agents
In this paper we sketch out a smart home system(and the reasoning mechanism behind it) designed to improve the living experience of the severely impaired, relying on logic, brain-computer interfacing (BCI) and mobile sensor agents. There exists a significant social category of people who because of either old age or conditions such as paralysis lose their ability to manage their own lives. Such persons are compelled to rely on others in order to manage their finances, expenses, daily necessities such as eating or turning on the television or dialing an emergency number. In our previous research we have described a manner in which to model emotions, as captured via BCI. Here, we extend this model to abstract and concrete concepts and employ epistemic logic and a logic of trust in order to allow communication between the person and heterogeneous agents via a BCI headset. We firstly describe a formal model for expressing reasoning as captured in its cortical projection. Secondly, we describe a communication protocol that uses a logic of trust that allows the user to give commands to specific listening agents. The system should use reasoning and logic to learn from the user commands they receive and configure routines that correspond to the usual preferences and needs. Finally, the agents, on receiving and corroborating data from other sensors that relate to vital signs of the user or that otherwise identify a crisis situation, should be able to decide when to change their task priorities andthe system should ad hoc self-configure in order to provide bestassistance to the user.
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