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Nur Alifah
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Journal : jurnal pendidikan progresif

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Effectiveness of Artificial Intelligence-Based Learning Analytics Tool in Supporting Personalized Learning in Higher Education Alifah, Nur; Hidayat, Agus Rohmat
Jurnal Pendidikan Progresif Vol 15, No 1 (2025): Jurnal Pendidikan Progresif
Publisher : FKIP Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jpp.v15i1.pp74-84

Abstract

Abstract: Effectiveness of Artificial Intelligence-Based Learning Analytics Tool in Supporting Personalized Learning in Higher Education. Objective: The use of Artificial Intelligence (AI) in higher education has become one of the significant innovations to improve the quality of learning, especially through personalization. However, the effectiveness of AI-based learning analytics tools in supporting learning personalization in Indonesian higher education is still not widely explored. This research aims to evaluate the effectiveness of AI-based analytics tools in supporting learning personalization and identify challenges in its implementation. Method: This research uses descriptive qualitative method with in-depth interviews, observation, and document analysis. The respondents included 10 lecturers and 15 students from three universities in Indonesia who have implemented AI-based tools in the learning process. Data were analyzed using thematic analysis techniques to identify key patterns and trends. Finding: The results show that AI-based analytics tools are effective in improving learning personalization. Students using the tool recorded an average academic grade improvement of 15.03%, while lecturers found it helpful in understanding students' learning needs. The main challenges identified were low digital competency (50% of respondents) and concerns regarding data privacy (30% of respondents). Conclusion: AI tools have great potential to support personalized learning, but their success depends on digital literacy training and more transparent data management. This research has implications for the importance of investing in technology-based education infrastructure and policies to ensure sustainable adoption. Keywords: artificial intelligence, personalized learning, higher education, technology effectiveness.
Co-Authors Adelia Adelia, Adelia Agis Ahmad Rodiansjah Agus Gilang Hermawan Agus Rohmat Hidayat Ahmad Rodiansjah, Agis Ahmad, Aktsar Roskiana Aji, Darojat Laksito Ali Mutafi Amanda, Feby Adelia Ana Pratiwi, Ana Andika Cahya Febriawan Anggraini Dwi Kurnia Anton, Secendry R. Ardhika Achmad Gustama Asiah, Sindi Nur Astuti, Nuning Audhain, M Da’i Ayu, Rani Basso, Siska Bin Benny Afwadzi, Benny Cecep Agus Chamdani, Yusup Dagonala, Ube Desmira Desmira, Desmira Didik Aribowo Dina, Aulia Rahma Dwi Cahyono, Bagus Elan Maulani, Isma Elfriza Putri Indrayanti Fahmi, Cahyaning Azami FAISAL HARIS Feri Hardiyanto Gelen Veranda Deanda Gubayana, Hansen Hakim, Faisal Hasanah, Suci Hasria Alang Hasriyanti Hidayati, Tutik Huda, Ghisma Nur Iman, Atep Islamawati, Islamawati Julian Muhammad Zaky Juniwan Juniwan Kadir Kadir Khairi Hakim, Fachri Rajib Khairul Umam Lailatul Masruroh Lativah, Evi Lestari, Anisa Ayu Dwi Mannan, Abdul Marpani, Marpani Meilinda, Vivi Muammar Fawwaz Muhammad Hafis murdiyanto, joko Nafisa, Amilatun Naufal, Nabil Nendi, Ikhsan Novitasari, Rossalina Nur Fadhilah Amir Fadhilah Amir Amir Nur Melizza Nuraeni Salsabila, Irma Nurfitraini Nurhidayati, Eni Nuriatullah Nurilla Kholidah Nurwijayanti Oga Laksana, Medika Orizativa Jami Paz, Luciana Perdiansah, Edli Prayoga, Garlan Putri Andini Maulana Rahmat, Alif Ramadhan, Fatih Humam Ria Lestari, Ria Rizky Sabili Salam Rodiansjah, Agis Ahmad Rosdiansjah, Agis Ahmad Saflesa, Arius Tonce Saona Saona, Saona Sa’adah, Siti Naila Sella, Nursella Anggraini Sheilla Ayu Aqillah Sitaba, Niska E Siti Rohimah Sofyan, Syaakir Sugeng Hermanto, Sugeng Syakirah Teguh Wahyudi Wahyudi Tiara Aprilia Kulsum Tristiyanto, Edy Utami, Ana Fajri Viviani, Risma Wahida Yuliana Wahyu Hidayat Wardana, Iga Warijan Warijan Wisni, Anggrieni Yusrina Syirly Salsabil Azzahra Zuhriyah, Nabilaa Faizatuz