智能家居环境下脑机接口增强用户体验

Pierluigi Casale, Juan Manuel Fernández, X. Palou, S. Torrellas, Mojdeh Ratsgoo, F. Miralles
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引用次数: 5

摘要

在这项工作中,探讨了环境智能对增强脑机接口用户体验的好处。在智能家居环境中,设备激活的统计数据用于了解用户习惯,并调整界面,为用户提供最常用的选项,减少在分层菜单中导航所花费的时间。激活统计数据通过判别机器学习算法学习,能够为用户界面提供最合适的选项。在模拟场景下的良好实验结果鼓励了这一研究方向的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing User Experience with Brain-Computer-Interfaces in Smart Home Environments
In this work, the benefits of Ambient Intelligence for enhancing user experience with Brain Computer Interfaces are explored. In a smart-home environment, statistics of devices activations are used to learn user habits and to adapt the interface for providing the most usual option to the user, reducing the time spent navigating through hierarchical menus. The activation statistics are learned by discriminative machine learning algorithms able to provide the most suitable options for the user interface. Promising experimental results on simulated scenarios encourage following on this research direction.
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