Publication: Guru Gedara: Smart Mathematical e-learning Platform for Grade Five Students
DOI
Type:
Article
Date
2021-02-24
Journal Title
Journal ISSN
Volume Title
Publisher
Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, PO Box 02, Belihuloya, 70140, Sri Lanka.
Abstract
This paper introduces a web-based educational
support system developed aiming optimize mathematical
knowledge of Grade 5 students. This application can be also
used as a distance learning method for the lockdown situations
occurred due to COVID-19 pandemic. Both primary class
students and teachers face various difficulties, due to
competitiveness of grade 5 scholarship examination.
Consequently, emotion analysis which is a sub section in this
system, uses sentiment analyzing to boosts the students’
emotional state, while Automated MCQ generated sub section
can be used to gain mathematical knowledge, by facing MCQ
quizzes. Additionally, Smart Video-based Learning
Environment sub section can be used to gain knowledge related
to mathematics by searching relevant videos, besides the Voicebased Question Answering section can be used to get answers
orally for the questions asked in voice format. However, some
sections use IQ level of each student to provide better solutions.
Above all, it can be used at home as an online service while
identifying and solving student’s weakness.
Description
Keywords
Video base techniques, Question generation, Speech recognition, Sentiment analysis, Artificial Intelligent (AI), Natural Language Processing (NLP), natural language tool kit (nltk), Machine Learning (ML), Convolution Neural Network (CNN)