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Artificial Intelligence in Higher Education: A Systematic Literature Review

Comprehensive Analysis of AI Applications in Academic Settings

Penulis: Prof. Dr. Mada Rahman, S.Kom., M.T., Dr. Sarah Johnson, Ph.D.

Penulis Korespondensi: Prof. Dr. Mada Rahman, S.Kom., M.T.

Jurnal: Computers & Education

Penerbit: Elsevier

Tanggal Publikasi: 15/03/2024

Volume: 198 , Issue: 2

Halaman: 245-267

DOI: 10.1016/j.compedu.2024.104756

Scopus Indexed Web of Science
Impact Factor: 8.538 • Quartile: Q1 • H-Index: 156 • Sitasi: 45 • Views: 1

Abstrak

Abstract

This systematic literature review examines the current state and future prospects of artificial intelligence (AI) in higher education. We analyzed 150 peer-reviewed papers published between 2019-2024 to identify key trends, applications, and challenges. Our findings reveal that AI technologies are increasingly being integrated into various aspects of higher education, including personalized learning systems, automated assessment tools, and predictive analytics for student success.

Key Findings:

  • Machine learning algorithms show 85% accuracy in predicting student performance
  • Natural language processing improves automated essay scoring by 23%
  • AI-powered chatbots increase student engagement by 40%

The study concludes that while AI presents significant opportunities for enhancing educational outcomes, careful consideration of ethical implications and pedagogical principles is essential for successful implementation.

Kata Kunci

artificial intelligence, higher education, systematic review, educational technology, machine learning

Bidang Subjek

Computer Science Education

Informasi Tambahan

Jurnal:
Lihat Jurnal

Area Penelitian:

Artificial Intelligence, Educational Technology, Machine Learning

Kategori: Jurnal Internasional

Diterbitkan: 29/12/2025 01:22:49

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