Author Login IJIRT Partner Network (IPN) Login

STUDENT PERFORMANCE ANALYSIS USING MACHINE LEARNING

  • Unique Paper ID: 159247
  • Volume: 9
  • Issue: 11
  • PageNo: 683-691
  • Abstract:
  • Performance analysis of outcomes based on learning is a system that strives for excellence at different levels and diverse dimensions in the field of students’ interests. This paper proposes a complete EDM framework in the form of a rule-based recommender system that is designed not only to analyze and predict the performance of students, but also to present the reasons behind it. Does the proposed framework analyze the students? To get all the necessary information about students, teachers, and parents, we collect demographic information, study-related characteristics, and psychological characteristics. Using powerful data mining techniques, to predict academic performance with the highest accuracy possible. The framework succeeds to highlight the student’s weak points and provide appropriate recommendations. The realistic case study that has been conducted on 200 students proves the outstanding performance of the proposed framework in comparison with the existing ones. Student Performance Analysis using Machine Learning.
Download article email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 9
  • Issue: 11
  • PageNo: 683-691

STUDENT PERFORMANCE ANALYSIS USING MACHINE LEARNING

Related Articles

Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry