利用人工智能聊天机器人向老年人有效传递COVID-19信息

Xin Wang, Tianyi Liang, Juan Li, Souradip Roy, Vikram Pandey, Yang Du, Jun Kong
{"title":"利用人工智能聊天机器人向老年人有效传递COVID-19信息","authors":"Xin Wang, Tianyi Liang, Juan Li, Souradip Roy, Vikram Pandey, Yang Du, Jun Kong","doi":"10.4018/ijehmc.293285","DOIUrl":null,"url":null,"abstract":"The coronavirus disease 2019 (COVID-19) epidemic poses a threat to the everyday life of people worldwide and brings challenges to the global health system. During this outbreak, it is critical to find creative ways to extend the reach of informatics into every person in society. Although there are many websites and mobile applications for this purpose, they are insufficient in reaching vulnerable populations like older adults who are not familiar with using new technologies to access information. In this paper, we propose an AI-enabled chatbot assistant that delivers real-time, useful, context-aware, and personalized information about COVID-19 to users, especially older adults. To use the assistant, a user simply speaks to it through a mobile phone or a smart speaker. This natural and interactive interface does not require the user to have any technical background. The virtual assistant was evaluated in the lab environment through various types of use cases. Preliminary qualitative test results demonstrate a reasonable precision and recall rate.","PeriodicalId":375617,"journal":{"name":"Int. J. E Health Medical Commun.","volume":"81 2-3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Artificial Intelligence-Empowered Chatbot for Effective COVID-19 Information Delivery to Older Adults\",\"authors\":\"Xin Wang, Tianyi Liang, Juan Li, Souradip Roy, Vikram Pandey, Yang Du, Jun Kong\",\"doi\":\"10.4018/ijehmc.293285\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The coronavirus disease 2019 (COVID-19) epidemic poses a threat to the everyday life of people worldwide and brings challenges to the global health system. During this outbreak, it is critical to find creative ways to extend the reach of informatics into every person in society. Although there are many websites and mobile applications for this purpose, they are insufficient in reaching vulnerable populations like older adults who are not familiar with using new technologies to access information. In this paper, we propose an AI-enabled chatbot assistant that delivers real-time, useful, context-aware, and personalized information about COVID-19 to users, especially older adults. To use the assistant, a user simply speaks to it through a mobile phone or a smart speaker. This natural and interactive interface does not require the user to have any technical background. The virtual assistant was evaluated in the lab environment through various types of use cases. Preliminary qualitative test results demonstrate a reasonable precision and recall rate.\",\"PeriodicalId\":375617,\"journal\":{\"name\":\"Int. J. E Health Medical Commun.\",\"volume\":\"81 2-3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Int. J. E Health Medical Commun.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4018/ijehmc.293285\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. E Health Medical Commun.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/ijehmc.293285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

2019冠状病毒病(COVID-19)疫情给全球人民的日常生活带来威胁,也给全球卫生系统带来挑战。在这次疫情期间,至关重要的是要找到创造性的方法,将信息学的影响范围扩大到社会中的每一个人。尽管为此目的有许多网站和移动应用程序,但它们不足以覆盖老年人等不熟悉使用新技术获取信息的弱势群体。在本文中,我们提出了一种支持人工智能的聊天机器人助手,它可以向用户,特别是老年人,提供有关COVID-19的实时、有用、上下文感知和个性化信息。用户只需通过手机或智能扬声器与助手对话即可使用该助手。这种自然和交互的界面不需要用户有任何技术背景。虚拟助手在实验室环境中通过各种类型的用例进行评估。初步定性测试结果表明,该方法的查准率和查全率合理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence-Empowered Chatbot for Effective COVID-19 Information Delivery to Older Adults
The coronavirus disease 2019 (COVID-19) epidemic poses a threat to the everyday life of people worldwide and brings challenges to the global health system. During this outbreak, it is critical to find creative ways to extend the reach of informatics into every person in society. Although there are many websites and mobile applications for this purpose, they are insufficient in reaching vulnerable populations like older adults who are not familiar with using new technologies to access information. In this paper, we propose an AI-enabled chatbot assistant that delivers real-time, useful, context-aware, and personalized information about COVID-19 to users, especially older adults. To use the assistant, a user simply speaks to it through a mobile phone or a smart speaker. This natural and interactive interface does not require the user to have any technical background. The virtual assistant was evaluated in the lab environment through various types of use cases. Preliminary qualitative test results demonstrate a reasonable precision and recall rate.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信