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Guru Gedara: Smart Mathematical e-learning Platform for Grade Five Students

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dc.contributor.authorRajapaksha, S. K
dc.contributor.authorThilakarthna, T
dc.contributor.authorWijesundara, W. G. M. V. S
dc.contributor.authorWickramasooriya, M, K
dc.contributor.authorEkanayake, E. M. O. M
dc.contributor.authorKatupitiya, S. R. M. J. S
dc.date.accessioned2022-04-19T03:11:57Z
dc.date.available2022-04-19T03:11:57Z
dc.date.issued2021-02-24
dc.description.abstractThis 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.en_US
dc.identifier.issn2773-7136
dc.identifier.urihttps://rda.sliit.lk/handle/123456789/1967
dc.language.isoenen_US
dc.publisherDepartment of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, PO Box 02, Belihuloya, 70140, Sri Lanka.en_US
dc.relation.ispartofseriesINTERNATIONAL CONFERENCE ON ADVANCED RESEARCH IN COMPUTING;
dc.subjectVideo base techniquesen_US
dc.subjectQuestion generationen_US
dc.subjectSpeech recognitionen_US
dc.subjectSentiment analysisen_US
dc.subjectArtificial Intelligent (AI)en_US
dc.subjectNatural Language Processing (NLP)en_US
dc.subjectnatural language tool kit (nltk)en_US
dc.subjectMachine Learning (ML)en_US
dc.subjectConvolution Neural Network (CNN)en_US
dc.titleGuru Gedara: Smart Mathematical e-learning Platform for Grade Five Studentsen_US
dc.typeArticleen_US
dspace.entity.typePublication

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