EduPhile AI-based Online Examination System

Techs: Django 2.0, Sklearn, Numpy, Pandas, jQuery, Ajax, Bootstrap 4, HTML5, CSS3, JavaScript
Department: Computer Science
Team Lead: Jumshaid Khan - (jumshaidkhan@rocketmail.com)
Team Members: Jumshaid Khan, Syeda Shane Zahra
MSTeamURL: click here

Problem Statement

Like EduPhile, Microsoft Teams and Google classroom have been used all around the world for online examinations. In these existing platforms, we can conduct exams through Google forms created by Google classroom and Microsoft forms by Microsoft Teams, but they do not guarantee a fool-proof examination system. Neither do they provide an auto gradation of explanatory answers. Therefore, educational institutes could not get many benefits out of them. These existing software do not help teachers in few aspects such as detecting students’ activities during online exams, plagiarism detection, and credibility of students' solved exams. They also do not automate the activities that would have been much easier in the physical education system, such as there exists no method to grade digital descriptive answers in exams. We intend to resolve such limitations and issues faced by students and teachers in online classes with this project.

Description

EduPhile is an online AI-based examination system. EduPhile is composed of two words, i.e., Edu (Education) and -Phile (love), which means love for education. Its purpose is to improve the online education experience and overcome the teachers' and students' problems in the existing software regarding the online examination.

Detail

Project Name: EduPhile AI-based Online Examination System

Organization Name: Comsats University Islamabad, Wah Campus

Objective: To Maintain The Academic Discipline By Developing A Fool-proof Online Examination System That Would Facilitate Teachers To Save Time By Automatic Gradation Of Students' Exams And Maintaining Fair Exam Integrity.

Undertaken By:

1. Jumshaid Khan (FA17-BSE-004)

2. Syeda Shane Zahra (FA17-BSE-043)

Supervised By:  

Dr. Muhammad Maaz Rehan

Assistant Professor

Computer Science Department

COMSATS University Islamabad, Wah Campus

Started On: November 11, 2020

Completed On: June 07, 2021

Tools and Tech Stack: VS Code, Anaconda3, Pgadmin 4, Django 2.0, Sklearn, Numpy, Pandas, jQuery, Ajax, Bootstrap 4, HTML5, CSS3, JavaScript

Summary

During the COVID-19 pandemic, educational institutes underwent a massive change and switched to online mode. There is yet no proper free software for fair online examination to assist teachers and students. Therefore, we have introduced a system known as EduPhile. EduPhile is composed of two words, i.e., Edu (Education) and -Phile (love), which means love for education. Its purpose is to improve the online education experience and overcome the teachers' and students' problems in the existing software regarding the online examination. EduPhile is an online AI-based examination system. It would provide users a fool-proof online examination system and automate activities such as automatic gradation of students' exams and document similarity check system that would help detect plagiarism. These activities are challenging for students and teachers to manage in an online system compared to the physical system. So, EduPhile would serve them best in this regard.

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