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• Modeling Student Learning Profiles from LMS Behavioral Traces Using Big Data Analytics

  Arief Hidayat ⁽¹⁾ , Kusworo Adi ⁽²⁾ , Bayu Surarso ⁽³⁾

  (1) Universitas Wahid Hasyim , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Diponegoro University , Indonesia

  3115-3133

  2026-06-22

  DOI : 10.63158/journalisi.v8i3.1588

  Abstract View : 641

  Download PDF downloads: 235
• Predicting Student Loyalty in Higher Education Using Machine Learning: A Random Forest Approach

  Qoriani Widayati ⁽¹⁾ , Kusworo Adi ⁽²⁾ , R Rizal Isnanto ⁽³⁾ , Eka Puji Agustini ⁽⁴⁾ , Dewa Rizki Rahmat Julianto ⁽⁵⁾ , Fawwaz Bimo Prakasa ⁽⁶⁾

  (1) Universitas Bina Darma , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Diponegoro University , Indonesia ,

  (4) Universitas Bina Darma , Indonesia ,

  (5) Universitas Bina Darma , Indonesia ,

  (6) Universitas Bina Darma , Indonesia

  63-77

  2025-03-18

  DOI : 10.51519/journalisi.v7i1.977

  Abstract View : 1793

  Download PDF downloads: 1357