Developing English Conversation Chatbot Using Dialogflow

Aliv Faizal Muhammad, D. Susanto, Akhmad Alimudin, Farah Adila, Moh. Hasbi Assidiqi, Salim Nabhan
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引用次数: 17

Abstract

Despite the fact that the use of English language is inevitable nowadays, some people find it difficult to learn. Moreover, the advance of technology has brought impacts on the way how people learn the language such as speech recognition technology that is used to develop learning tools. However, some existing learning media have several shortcomings. Therefore, to bridge this gap, such media to learn and practice the language are needed. This paper focuses on developing English conversation chatbot using speech recognition and artificial intelligence technology with Dialogflow platform as the artificial intelligence engine. Evaluations toward the chatbot were done by the expert review to identify the achievement of indicators and the users to know the level of responses accuracy. The result indicated that almost all agents have reached all indicators and most of the responses had accuracy rate of 100%. It is expected that the availability of the chatbot helps students to improve their conversation skills.
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使用Dialogflow开发英语会话聊天机器人
尽管如今使用英语是不可避免的,但有些人还是觉得很难学。此外,技术的进步给人们学习语言的方式带来了影响,比如语音识别技术被用来开发学习工具。然而,现有的一些学习媒体存在着一些不足。因此,为了弥补这一差距,需要这样的媒体来学习和练习语言。本文主要研究以Dialogflow平台为人工智能引擎,利用语音识别和人工智能技术开发英语会话聊天机器人。通过专家评审对聊天机器人进行评估,以确定指标的实现情况,用户了解响应的准确性水平。结果表明,几乎所有agent都达到了所有指标,大部分应答准确率达到100%。预计聊天机器人的可用性可以帮助学生提高他们的会话技能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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