Rachana G Kummar, Suhas J Shetty, S. Vishwas, P. J. Vismith Upadhya, Jyoti R. Munavalli
{"title":"Edu-bot: An AI based Smart Chatbot for Knowledge Management System","authors":"Rachana G Kummar, Suhas J Shetty, S. Vishwas, P. J. Vismith Upadhya, Jyoti R. Munavalli","doi":"10.1109/CSITSS54238.2021.9683011","DOIUrl":null,"url":null,"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.","PeriodicalId":252628,"journal":{"name":"2021 IEEE International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSITSS54238.2021.9683011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.