人性化:为痴呆症患者创造语音机器人伴侣的第一步

Daniel Isaac Ruiz Cruz, Sergio Navarro Tuch, Ariel Lopez Aguilar, Rogelio Bustamante-Bello, Lili Marlene Camacho Bustamante
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引用次数: 0

摘要

在过去的十年中,世界的寿命逐年增加,这与患与衰老有关的疾病的可能性更高。痴呆症或阿尔茨海默病就是一个例子,它会导致各种认知功能的逐渐下降。如果不及早治疗和发现,这些疾病的生活费用可能会摧毁一个家庭的经济。这篇文章将旨在制定一个协议,以获取数据,从采访的人与认知相关的问题。这些数据将形成一个训练语料库,以帮助开发一个可以给出痴呆症预诊断的神经网络。随后,该神经网络可用于为痴呆症患者编写适应性伴侣语音机器人程序。这将侧重于人道主义的对话支柱,这是一种可应用于痴呆症患者的护理方法。该协议的发展将导致创建为数不多的以西班牙语为基础的培训语料库之一,可用于检测痴呆症。这是朝着开发新工具迈出的重要一步,这些工具可以对患有这种疾病的人进行早期预诊断或作为替代护理解决方案。此外,这个项目可以导致创建不同的研究,其解决方案使用西班牙语作为其主要语言。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Humanitude: first step towards the creation of a voice-bot companion for persons with dementia
During the last decade, the life span of the world has been incremented year by year, which comes with a higher probability of suffering from an illness related to aging. An example of this is dementia or Alzheimer’s disease, which causes a progressive decline in various cognitive functions. The costs of living with these types of diseases can destroy a family’s economy if there is no early treatment and detection. This article will aim to develop a protocol to obtain data from interviewing people with cognitive-related questions. This data will form a training corpus to help the development of a neural network that can give a dementia pre-diagnosis. Subsequently, the neural network can be used to program an adaptative companion voice-bot for people with dementia. This will focus on the conversation pillar of Humanitude, a care methodology that can be applied to persons with dementia. The development of this protocol would lead to the creation of one of the few Spanish-based training corpus available for detecting dementia. It is an important step toward developing new tools that can make an early pre-diagnosis or serve as an alternative caregiving solution for people with this condition. Furthermore, this project can lead to the creation of different research whose solutions use Spanish as its main language.
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