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All Journal JURNAL SISTEM INFORMASI BISNIS Jurnal Teknologi dan Manajemen Informatika Jurnal Teknologi Informasi dan Ilmu Komputer JIEET (Journal of Information Engineering and Educational Technology) Applied Information System and Management JURNAL PENDIDIKAN TAMBUSAI ABIDUMASY : Jurnal Pengabdian kepada Masyarakat Inovate : Jurnal Ilmiah Inovasi Teknologi Informasi
Ginanjar Setyo Permadi
Universitas Hasyim Asy’ari Jombang
Religion Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

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Optimizing Adaptive Rewards Using Sugeno Fuzzy Logic in an Android Educational Game Permadi, Ginanjar Setyo; Vitadiar, Tanhella Zein; Mashuri, Chamdan
Jurnal Sistem Informasi Bisnis Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press)
Publisher : Diponegoro University

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Abstract

This study developed an Android-based educational game to teach children about waste management, with an adaptive reward system using Sugeno fuzzy logic. The aim of the study was to increase student motivation and engagement in environmental learning by providing rewards tailored to player performance. The development method referred to the Game Development Life Cycle (GDLC), covering the development stages up to beta testing. Media expert validation results showed good game quality in terms of visual appearance and ease of use, with an average score of 4.6/5. Material validation also showed the suitability of the material for learning objectives with a score of 4.7/5. Trials with 26 primary school students resulted in an average score of 4.6/5 for ease of use and 4.8/5 for visual appeal. The Sugeno fuzzy logic-based reward system proved effective in adjusting rewards to player performance. Test data showed that 70% of students received 3 stars, 20% received 2 stars, and 10% received 1 star. This system increased student motivation and engagement in learning. This research contributes to the development of fuzzy technology-based educational games by demonstrating the great potential of Sugeno fuzzy logic in creating adaptive reward systems that enhance learning. This game is expected to be an effective alternative in teaching waste management and can be expanded to other educational topics.
Co-Authors Abda Abda Agus Abdurrahman Ahmad Heru Mujianto Akhmad Mukhyiddin Anita Andriani ANITA ANDRIANI, ANITA BAMBANG SUJATMIKO BUDI RIYANTO, ROCHMAD Chamdan Mashuri Dedy Rahman Prehanto Dedy Rahman Prehanto, Dedy Rahman Dodik Arwin Dermawan Dwi Putri Ayu Lestari Enrico Yoga Kusuma Evi Vitriana Faruq, Muhammad Fatkhur Rizal, Muhammad FATKUR RIZAL, MUHAMMAD Gayuh Afwa Maulana Alhasy Hadi Sucipto Hayyu Gustsa, Abraar Hery Kristianto I Gusti Lanang Putra Eka Prismana, I Gusti Lanang Putra Eka Iftitaahul Mufarrihah Imron Rosadi Khamdani, Wahyu Kistofer, Terdy Kristianto, Hery Margareta, Adhitya Mashuri, Chamdan Melvin Nurdiansari Mochammad Yusron Nafis Moh. Abrorul Amin Mohammad Fikri Agus Setiawan Muhammad Fatkhur Rizal Muhammad Slamet Indayanto Muhammad Toha Muhammad Wahyudi Mujianto, Ahmad Heru Nurnanda Yudha Prawira Ovi Fitri Satriyati Prismana, IGL Putra Eka Putra Eka Prismana, IGL Putra, Rocky Ardiansyah Yudistira Putri, Unzilla Savika Qois Al’Ariq Radityo Wiratsongko Rahma Sarita Khairunnissa Rizky Permadi Syah Rocky Ardiansyah Yudistira Putra Tanhela Zein Vitadiar Tanhella Zein Vitadiar Terdy Kistofer Terdy Kistofer Unzilla Savika Putri Vitadiar, Tanhela Zein Wiratsongko, Radityo Yudistira Putra, Rocky Ardiansyah Zein Vitadiar, Tanhella