Designing a Competent Chatbot to Counter the COVID-19 Pandemic and Empower Risk Communication in an Emergency Response System

Chonnatee Rodsawang, Pongsutee Thongkliang, Theeraporn Intawong, Apisit Sonong, Yosita Thitiwatthana, S. Chottanapund
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引用次数: 24

Abstract

Risk communication is incorporated into an emergency response system. In Thailand, the Department of Disease Control (DDC) manages emergencies through the Emergency Operation Center (EOC). As a part of the EOC, the risk communication unit provides a hotline service that delivers information to and receives complaints and concerns from the general public. During the Coronavirus Disease 2019 (COVID-19) pandemic, a chatbot, which is a type of artificial intelligence (AI) was used to support the hotline service. This paper focuses on how to design an informative chatbot for the COVID-19 pandemic period that disseminates information to the general public. The chatbot, named “COVID-19 Preventable”, was created based on the Design Science Research Methodology (DSRM) under two cycles of design and development. At the early stage of development, information from reliable sources was transformed into a question and answer system and imported to natural language processing in the Dialogflow on Google Cloud. The chatbot was the first official chatbot to communicate on COVID-19 on behalf of public health authorities. It consists of seven prompt features, namely, a situation report, how to protect yourself from COVID-19, fake news, self-screening for COVID-19, a list of nearest hospitals, the hotline number to call, and report notification. The uniquely informative and dynamic chatbot is likely to be an alternative channel for disseminating timely information on COVID-19.
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设计胜任的聊天机器人以应对COVID-19大流行并增强应急响应系统中的风险沟通
风险沟通已纳入应急响应系统。在泰国,疾病控制部(DDC)通过紧急行动中心(EOC)管理紧急情况。作为平机会的一部分,风险沟通组提供热线服务,向公众提供信息,并接受公众的投诉和关注。在2019冠状病毒病(COVID-19)大流行期间,人工智能(AI)的一种聊天机器人被用于支持热线服务。本文的研究重点是如何设计一个面向公众传播信息的COVID-19大流行时期的信息型聊天机器人。这款名为“COVID-19可预防”的聊天机器人是根据设计科学研究方法(DSRM),经过两个设计和开发周期创造出来的。在开发初期,将可靠来源的信息转化为问答系统,并导入到Google Cloud上的Dialogflow中进行自然语言处理。这是第一个代表公共卫生当局就新冠肺炎进行沟通的官方聊天机器人。它由七个提示功能组成,分别是:情况报告、如何防范新冠肺炎、假新闻、自我筛查、最近的医院列表、拨打热线电话、报告通知。这种信息丰富、动态的聊天机器人很可能成为及时传播COVID-19信息的另一种渠道。
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