Enhancing G.C.E. Ordinary Level Mathematics Through Adaptive Learning in Sri Lanka

Proficiency in mathematics is essential for both academic and professional success, yet many students find the subject difficult, especially when preparing for important exams like Sri Lanka's General Certificate of Education (G.C.E.) Ordinary Level examination. In Sri Lanka, the students show poor pass rates in Ordinary Level mathematics examination. In order to improve mathematics education for O/L students, this research suggests an innovative mobile application that makes use of adaptive learning strategies. This application features components like a comprehensive knowledge bank that is curriculum-mapped, pre-assessment tools for identifying knowledge shortages, a weaknesses based lesson recommendation for personalized lesson suggestions, a custom developed chat assistant to interact with the knowledge bank, interactive 3D visualizations and justifications of complex concepts, and platforms for problem-solving, writing, and time management skill development. The suggested adaptive learning strategy makes use of multimedia tools and datadriven insights to tailor instruction to each student's unique needs, improving math comprehension and readiness for the O/L examination in Sri Lanka.

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Published
2024-12-12
DOI
https://doi.org/10.1109/icac64487.2024.10850923
Primary Topic
Education and Critical Thinking Development
Type
article
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0.00
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article

Enhancing G.C.E. Ordinary Level Mathematics Through Adaptive Learning in Sri Lanka

Purnima Sandamini Fernando, Jenny Krishara, H.S. Amarasekara, Samantha Rajapaksha et al.
Education and Critical Thinking Development
article

Enhancing G.C.E. Ordinary Level Mathematics Through Adaptive Learning in Sri Lanka

Purnima Sandamini Fernando, Jenny Krishara, H.S. Amarasekara, Samantha Rajapaksha, M.D.B. Rathnakumara, B.W. Amarakoon
article en

Abstract

Proficiency in mathematics is essential for both academic and professional success, yet many students find the subject difficult, especially when preparing for important exams like Sri Lanka's General Certificate of Education (G.C.E.) Ordinary Level examination. In Sri Lanka, the students show poor pass rates in Ordinary Level mathematics examination. In order to improve mathematics education for O/L students, this research suggests an innovative mobile application that makes use of adaptive learning strategies. This application features components like a comprehensive knowledge bank that is curriculum-mapped, pre-assessment tools for identifying knowledge shortages, a weaknesses based lesson recommendation for personalized lesson suggestions, a custom developed chat assistant to interact with the knowledge bank, interactive 3D visualizations and justifications of complex concepts, and platforms for problem-solving, writing, and time management skill development. The suggested adaptive learning strategy makes use of multimedia tools and datadriven insights to tailor instruction to each student's unique needs, improving math comprehension and readiness for the O/L examination in Sri Lanka.

Sri Lanka Institute of Information Technology (LK)
Quality Education
Openalex Percentile: Top 63%
Education and Critical Thinking Development
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Enhancing G.C.E. Ordinary Level Mathematics Through Adaptive Learning in Sri Lanka — Purnima Sandamini Fernando, Jenny Krishara, et al. · (2024) | TGRS Research Map | TGRS