ABSTRACT
As science and technology continue to develop, big data has become a focal point in various industry sectors, and the era of adaptive learning in education based on big data in education has arrived. Big data in education can bring data support for precision teaching and learning. This study examines the process of combining mathematics teaching and learning with big data to optimise the quality of teaching and learning.
- Jin Sim Jia,Abdullah Abdul Halim,Mokhtar Mahani & Abdul Kohar Umar Haiyat. 2022 . The Potential of Big Data Application in Mathematics Education in Malaysia. 14(21),13725-13725.Google Scholar
- Lu Zheng, Cong Wang, Xue Chen, Yihang Song, Zihan Meng, Ru Zhang. 2023 . Evolutionary machine learning builds smart education big data platform: Data-driven higher education,” Applied Soft Computing, vol. 136, 110-114.Google ScholarDigital Library
- hadija Ahaidous, Mohamed Tabaa, Hanaa Hachimi 2023 . Towards IoT-Big Data architecture for future education. Procedia Computer Science, vol. 220. 348-355.Google ScholarDigital Library
- Khadija Ahaidous, Mohamed Tabaa, Hanaa Hachimi. 2023. Towards IoT-Big Data architecture for future education. Procedia Computer Science. Vol 220. Pages 348-355. https://doi.org/10.1016/j.procs.2023.03.045.Google ScholarDigital Library
- Antti Rasmus,Harri Valpola,Mikko Honkala,Mathias Berglund & Tapani Raiko. 2015 .Semi-Supervised Learning with Ladder Network.. CoRR.abs/1507.02672Google Scholar
- Rybinski Krzysztof,Kopciuszewska Elzbieta. 2021 .Will artificial intelligence revolutionise the student evaluation of teaching? A big data study of 1.6 million student reviews,” Assessment & Evaluation in Higher Education, vol. 46(7). 32-44.Google Scholar
- Smedberg Henrik,and Bandaru Sunith. 2023 . Interactive knowledge discovery and knowledge visualization for decision support in multi-objective optimization. European Journal of Operational Research Vol 306 . Pages 1311-1329. doi:10.1016/J.EJOR.2022.09.008.Google ScholarCross Ref
- Dai, J., Gu, X., & Zhu, J. 2023. Personalized Recommendation in the Adaptive Learning System: The Role of Adaptive Testing Technology. Journal of Educational Computing Research.. Vol 61(3). Pages 523–545. https://doi.org/10.1177/07356331221127303.Google ScholarCross Ref
- Trakunphutthirak, R., & Lee, V. C. S. 2022. Application of Educational Data Mining Approach for Student Academic Performance Prediction Using Progressive Temporal Data. Journal of Educational Computing Research, Vol 60(3). Pages742–776. https://doi.org/10.1177/07356331211048777.Google ScholarCross Ref
Index Terms
- Innovation in the maths classroom with big data for education
Recommendations
Application and Development of Educational Big Data in University Course Learning
ICEMT '21: Proceedings of the 5th International Conference on Education and Multimedia TechnologyBig data in education plays a pivotal role in university course learning at present, and it is also the trend of future education development.This paper introduces the application functions of big data in the teaching and learning of university subjects:...
Introducing big data topics: a multicourse experience report from Norway
TEEM '15: Proceedings of the 3rd International Conference on Technological Ecosystems for Enhancing MulticulturalityIn the last few years we have witnessed an explosion of interest in Big Data in both academic and industry arenas. Big Data is about the capture, storage, analysis and visualization of huge volumes of data in both structured and unstructured forms ...
The implementation of data storage and analytics platform for big data lake of electricity usage with spark
AbstractElectricity data could generate a large number of records from smart meter day by day. The traditional architecture might not properly handle the increasingly dynamic data that need flexibility. For effective storing and analytics, efficient ...
Comments