Academic Performance Prediction of Undergraduate Students using Decision Tree Algorithm

Author:

Varade Rashmi V.,Thankanchan Blessy

Abstract

Data mining is a technique for extracting meaningful information or patterns from large amounts of data. These techniques are frequently utilised for analysis and prediction in practically all fields around the world. It's employed in a variety of fields, including education, business, health care, fraud detection, financial banking, and manufacturing engineering. This study explores the Decision Tree data mining methodology for predicting undergraduate students' academic performance.

Publisher

SMS Institute of Technology

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Research on Teaching Evaluation System Based on Decision Tree Algorithm;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2024

2. Application of Decision Tree Mining Algorithm in Data Model Collection of Hydraulic Engineering Equipment;Proceedings of the 4th International Conference on Big Data Analytics for Cyber-Physical System in Smart City - Volume 1;2023

3. A Deep Neural Network in a Web-based Career Track Recommender System for Lower Secondary Education;2022 2nd Asian Conference on Innovation in Technology (ASIANCON);2022-08-26

4. Construction and Analysis of Discrete System Dynamic Modeling of Physical Education Teaching Mode Based on Decision Tree Algorithm;Computational Intelligence and Neuroscience;2022-07-19

5. Identification Method of Influencing Factors of Hospital Catering Service Satisfaction Based on Decision Tree Algorithm;Applied Bionics and Biomechanics;2022-04-21

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