Many prestigious educational institutions are developing and popularizing interactive classrooms. Online study plans allow students to interact with professors and classmates. Internet accessibility allows this. These interactive learning programmes generate massive volumes of data from new and returning users, making it possible to spot trends. These recurring issues improve existing educational methods and education overall. Students may become better persons by analysing their strengths and weaknesses. EDM models are beneficial because to the fact that they can be used to past data in order to make accurate predictions on how pupils will perform in the future. Educational institutions use a wide number of approaches to gather data on the personalities of students who are actively engaged in the learning process. The purpose of this data collection is to aid both students and instructors in improving their overall performance. This article presents an investigation of various applications of data mining in education. A critical review of existing data mining methods in education is also presented in detail.
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5 June 2025
INTERNATIONAL CONFERENCE ON MODELLING STRATEGIES IN MATHEMATICS: ICMSM 2024
22–23 October 2024
Coimbatore, India
Research Article|
June 05 2025
An investigation of various applications of data mining in education Available to Purchase
R. Vadivel;
R. Vadivel
1
Department of Artificial Intelligence and Data Science, Nitte Meenakshi Institute of Technology
, Bangalore, Karnataka, India
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Domenic T. Sanchez;
Domenic T. Sanchez
a)
2
Cebu Technological University-NEC
, Cebu, Philippines
a)Corresponding author: [email protected]
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John V. De Vera;
John V. De Vera
2
Cebu Technological University-NEC
, Cebu, Philippines
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Malik Jawarneh;
Malik Jawarneh
3
College of Computer Science and Informatics, Amman Arab University
, Mobus, Amman, Jordan
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Mohan Awasthy;
Mohan Awasthy
4
Department of Engineering and Technology, Bharati Vidyapeeth Deemed to be University
, Pune, India
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Rachit Garg
Rachit Garg
5
School of Computer Science and Engineering, Lovely Professional University
, Jalandhar, India
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R. Vadivel
1
Domenic T. Sanchez
2,a)
John V. De Vera
2
Malik Jawarneh
3
Mohan Awasthy
4
Rachit Garg
5
1
Department of Artificial Intelligence and Data Science, Nitte Meenakshi Institute of Technology
, Bangalore, Karnataka, India
2
Cebu Technological University-NEC
, Cebu, Philippines
3
College of Computer Science and Informatics, Amman Arab University
, Mobus, Amman, Jordan
4
Department of Engineering and Technology, Bharati Vidyapeeth Deemed to be University
, Pune, India
5
School of Computer Science and Engineering, Lovely Professional University
, Jalandhar, India
a)Corresponding author: [email protected]
AIP Conf. Proc. 3306, 060016 (2025)
Citation
R. Vadivel, Domenic T. Sanchez, John V. De Vera, Malik Jawarneh, Mohan Awasthy, Rachit Garg; An investigation of various applications of data mining in education. AIP Conf. Proc. 5 June 2025; 3306 (1): 060016. https://doi.org/10.1063/5.0275802
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