Implementing Artificial Intelligence Chatbot in Moodle Learning Management System

Mahendran Shilowaras, N. Jusoh
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引用次数: 1

Abstract

Learning Management System (LMS) is a software application or web-based technology that is used to develop, implement, and evaluate a specific learning process. KYP has implemented an e-Learning Management System (e-LMS) using Moodle since early 2021. The main features already implemented in this e-LMS is course details and it should also support the communication process between lecturers and students where currently, the KYP e-LMS lack of. Usually, students will ask the same question to their lecturer in person and cause the lecturer to have to give the same answers repeatedly. This results in a waste of time for both parties in answering and receiving answers. To overcome the problem, there is a need to replace the manual way of getting answers to any kind of academic or course related questions repeatedly. The main objective of the project is to develop an intelligence Chatbot which can help students finding academic related information without the need to ask their instructors or spent more time browsing menus in e-LMS. E-LMS has been developed based on Rational Unified Process (RUP) approach. In this project, the Moodle system is fully implemented by integrating with Kommunicate, one of the Cloud software and Dialog Flow, which is a chatbot plugin system connected with Google Could Platform. An AI Chatbot able to interact with students and can provide answer to students' queries instantly despite of the place, date and time zone of the student as well as enhances interaction which provides a feel of support to the students.
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人工智能聊天机器人在Moodle学习管理系统中的实现
学习管理系统(LMS)是一种软件应用程序或基于web的技术,用于开发、实施和评估特定的学习过程。自2021年初以来,KYP使用Moodle实施了电子学习管理系统(e-LMS)。这个e-LMS中已经实现的主要功能是课程细节,它还应该支持讲师和学生之间的沟通过程,这是目前KYP e-LMS所缺乏的。通常,学生会亲自向讲师提出同样的问题,导致讲师不得不反复给出同样的答案。这会导致双方在回答和接收答案时浪费时间。为了克服这个问题,有必要用人工的方式来代替反复获得任何学术或课程相关问题的答案。该项目的主要目标是开发一种智能聊天机器人,它可以帮助学生找到与学术相关的信息,而无需询问他们的导师或花更多的时间浏览e-LMS的菜单。E-LMS是基于Rational统一过程(RUP)方法开发的。在这个项目中,Moodle系统是通过集成Cloud软件之一的communication和Dialog Flow来实现的,Dialog Flow是一个与Google Could Platform连接的聊天机器人插件系统。人工智能聊天机器人能够与学生互动,无论学生的地点、日期和时区如何,都可以立即回答学生的问题,并增强互动,为学生提供支持的感觉。
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