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Andrian Saputra
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jurnal@fkip.unila.ac.id
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+6285768233166
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FKIP Universitas Lampung Jl. Prof. Dr. Ir. Sumantri Brojonegoro, Gedong Meneng, Kec. Rajabasa, Kota Bandar Lampung
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INDONESIA
Jurnal Pendidikan Progresif
Published by Universitas Lampung
ISSN : 20879849     EISSN : 25501313     DOI : https://doi.org/10.23960/jpp
Core Subject : Education,
urnal Pendidikan Progresif is an academic journal that published all the studies in the areas of education, learning, teaching, curriculum development, learning environments, teacher education, educational technology, educational developments from various types of research such as surveys, research & development, experimental research, classroom action research, etc. Jurnal Pendidikan Progresif covers all the educational research at the level of primary, secondary, and higher education. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on Educational advancements and establishing new collaborations in these areas. Original research papers, state-of-the-art reviews are invited for publication in all areas of Education. Topics of Interest include, but are not limited to, the following Disaster literacy and Risk Management Education Ethnopedagogy-based STEM Education Integrating technology into the curriculum: Challenges & Strategies Collaborative & Interactive Learning Tools for 21st Century learning Learning Analysis Education Management Systems Education Policy and Leadership Business Education Virtual and remote laboratories Pedagogy Enhancement with E-Learning Course Management Systems Teacher Evaluation Curriculum, Research, and Development Web-based tools for education Games and simulations in Education Learning / Teaching Methodologies and Assessment Counselor Education Student Selection Criteria in Interdisciplinary Studies Global Issues in Education and Research Technology Support for Pervasive Learning Artificial Intelligence, Robotics and Human-computer Interaction in Education Mobile/ubiquitous computing in education Web 2.0, Social Networking, Blogs and Wikis Multimedia in Education Educating the educators Professional Development for teachers in ICT
Articles 1 Documents
Search results for "Effectiveness of Artificial Intelligence-Based Learning Analytics Tool in Supporting Personalized Learning in Higher Education" : 1 Documents clear
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.

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