论文标题
配色代码:一种与两个按钮的增强和替代通信的贝叶斯方法
ColorCode: A Bayesian Approach to Augmentative and Alternative Communication with Two Buttons
论文作者
论文摘要
许多具有严重有限的肌肉控制的人只能通过具有少量按钮的增强和替代通信(AAC)系统进行通信。在本文中,我们介绍了ColorCode的设计,该设计是一个AAC系统,具有两个按钮,该按钮使用贝叶斯推断来确定用户希望传达的内容。我们对色代码模拟的信息理论分析表明,即使存在错误,也可以从用户中提取信息有效,从而实现了几乎最佳的误差校正。 ColorCode作为开源软件(https://github.com/mrdaly/colorcode)提供。
Many people with severely limited muscle control can only communicate through augmentative and alternative communication (AAC) systems with a small number of buttons. In this paper, we present the design for ColorCode, which is an AAC system with two buttons that uses Bayesian inference to determine what the user wishes to communicate. Our information-theoretic analysis of ColorCode simulations shows that it is efficient in extracting information from the user, even in the presence of errors, achieving nearly optimal error correction. ColorCode is provided as open source software (https://github.com/mrdaly/ColorCode).