Edu-bot: An AI based Smart Chatbot for Knowledge Management System

Rachana G Kummar, Suhas J Shetty, S. Vishwas, P. J. Vismith Upadhya, Jyoti R. Munavalli
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引用次数: 2

Abstract

The pandemic has brought in a lot of changes in various aspects of human life. Every sector has been affected by this and so is the educational sector. Organizing and accessing of documents was one of the challenges that students faced during the pandemic. To overcome this problem, we propose an AI system that is equipped with a chatbot. In this study, we develop a smart knowledge management system that authenticates the user via face recognition, then a chatbot helps the users in searching and accessing the required document easily. Face Recognition is implemented using libraries such as OpenCV, Tensorflow and Face_Recognition. Face_Recognition Library provided the highest accuracy so it was used in the smart knowledge management system. A chatbot was implemented to search and access the study materials such as notes, textbooks and question banks from a particular destined folder through the hyperlinks created. To make the system user friendly, GUI was designed using Tkinter library. This AI based smart knowledge management system provides access to the required document very effectively and effortlessly.
edubot:基于AI的知识管理系统智能聊天机器人
这一流行病给人类生活的各个方面带来了许多变化。每个部门都受到了影响,教育部门也是如此。组织和获取文件是学生在大流行期间面临的挑战之一。为了克服这个问题,我们提出了一个配备聊天机器人的人工智能系统。在本研究中,我们开发了一个智能知识管理系统,该系统通过人脸识别对用户进行身份验证,然后一个聊天机器人帮助用户轻松搜索和访问所需的文档。人脸识别是使用诸如OpenCV, Tensorflow和Face_Recognition等库实现的。Face_Recognition库提供了最高的精度,因此它被用于智能知识管理系统。一个聊天机器人通过创建的超链接从特定的目标文件夹中搜索和访问学习材料,如笔记、教科书和题库。为了使系统用户友好,使用Tkinter库设计了GUI。这个基于人工智能的智能知识管理系统可以非常有效和轻松地访问所需的文档。
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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