AI-Based Student Performance Prediction System

References

[1] S. Russell and P. Norvig, Artificial Intelligence: A Modern Approach, 4th Edition, Pearson Education, 2021.

[2] E. Alpaydin, Introduction to Machine Learning, MIT Press, 2020.

[3] T. Hastie, R. Tibshirani and J. Friedman, The Elements of Statistical Learning, Springer.

[4] C. Romero and S. Ventura, “Educational Data Mining: A Review of the State of the Art,” IEEE Transactions on Systems, Man and Cybernetics.

[5] M. Kloft et al., “Predicting Student Performance in Massive Open Online Courses Using Machine Learning,” Educational Data Mining Journal.

[6] IEEE Xplore Digital Library Research Papers on Educational Data Mining and Student Performance Prediction.

[7] ACM Digital Library Research Articles on Machine Learning Applications in Education.

[8] Recent studies published between 2020 and 2026 related to Artificial Intelligence in Education.

@article{1719369,
      author = {KM Richa Verma, Dr. Abdul Majid Farooqi},
      title = {AI-Based Student Performance Prediction System},
      journal = {Iconic Research And Engineering Journals},
      year = {2026},
      volume = {10},
      number = {1},
      pages = {281-283},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1719369.pdf},
      abstract = {Educational institutions generate a significant amount of student-related data, including attendance records, examination scores, assignment performance, and participation in academic activities. However, much of this data remains underutilized in identifying students who may face academic difficulties in the future.},
      month = {July},
      doi = {https://doi.org/10.64388/IREV10I1-1719369}
  }