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Roles and research trends of artificial intelligence in mathematics education: A bibliometric map** analysis and systematic review
Learning mathematics has been considered as a great challenge for many students. The
advancement of computer technologies, in particular, artificial intelligence (AI), provides an …
advancement of computer technologies, in particular, artificial intelligence (AI), provides an …
Applications of artificial intelligence models in educational analytics and decision making: A systematic review
Education plays a critical role in society as it promotes economic development through
human capital, reduces crime, and improves general well-being. In any country, especially …
human capital, reduces crime, and improves general well-being. In any country, especially …
An exploration of factors linked to academic performance in PISA 2018 through data mining techniques
International large-scale assessments, such as PISA, provide structured and static data.
However, due to its extensive databases, several researchers place it as a reference in Big …
However, due to its extensive databases, several researchers place it as a reference in Big …
Machine learning for the educational sciences
Abstract Machine learning (ML) provides a powerful framework for the analysis of high‐
dimensional datasets by modelling complex relationships, often encountered in modern …
dimensional datasets by modelling complex relationships, often encountered in modern …
Educational Data Mining: Identification of factors associated with school effectiveness in PISA assessment
With the main goal of identifying the process factors associated with school effectiveness in
secondary education, this work presents an innovative methodological proposal. Based on …
secondary education, this work presents an innovative methodological proposal. Based on …
A systematic review on data mining for mathematics and science education
D Shin, J Shim - International Journal of Science and Mathematics …, 2021 - Springer
Educational data mining is used to discover significant phenomena and resolve educational
issues occurring in the context of teaching and learning. This study provides a systematic …
issues occurring in the context of teaching and learning. This study provides a systematic …
Adaptive recommendation system using machine learning algorithms for predicting student's best academic program
Some of the educational organizations have multi-education paths such as engineering and
medicine collages. In such colleges, the behavior of the student in the preparatory year …
medicine collages. In such colleges, the behavior of the student in the preparatory year …
[PDF][PDF] Predictive machine learning approach for complex problem solving process data mining
Problem-solving is considered to be an essential everyday skill, in professional as well as in
personal situations. In this paper, we investigate whether a predictive model for a problem …
personal situations. In this paper, we investigate whether a predictive model for a problem …
An analysis of PISA 2018 mathematics assessment for Asia-Pacific countries using educational data mining
The purpose of this paper is to determine the variables of high importance affecting the
mathematics achievement of the students of 12 Asia-Pacific countries participating in the …
mathematics achievement of the students of 12 Asia-Pacific countries participating in the …
Identification of factors associated with school effectiveness with data mining techniques: testing a new approach
The study of school effectiveness and the identification of factors associated with it are
growing fields of research in the education sciences. Moreover, from the perspective of data …
growing fields of research in the education sciences. Moreover, from the perspective of data …