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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Jurnal Ilmu Komputer Semantik Techno.Com: Jurnal Teknologi Informasi EXPERT: Jurnal Manajemen Sistem Informasi dan Teknologi Jurnal Transformatika Scientific Journal of Informatics Seminar Nasional Informatika (SEMNASIF) JAIS (Journal of Applied Intelligent System) Proceeding SENDI_U Journal of Animation & Games Studies Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer Creative Information Technology Journal SISFOTENIKA Jurnal Komputasi Jurnal Eksplora Informatika JOURNAL OF APPLIED INFORMATICS AND COMPUTING Adimas : Jurnal Pengabdian Kepada Masyarakat KOMPUTIKA - Jurnal Sistem Komputer ComTech: Computer, Mathematics and Engineering Applications CSRID (Computer Science Research and Its Development Journal) CCIT (Creative Communication and Innovative Technology) Journal JE (Journal of Empowerment) E-JURNAL JUSITI : Jurnal Sistem Informasi dan Teknologi Informasi Abdimasku : Jurnal Pengabdian Masyarakat Journal of Applied Computer Science and Technology (JACOST) Advance Sustainable Science, Engineering and Technology (ASSET) Jurnal Nasional Teknik Elektro dan Teknologi Informasi JGGAG (Journal of Games, Game Art, and Gamification)
Hanny Haryanto
Universitas Dian Nuswantoro
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Social Sciences Other

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Journal : Scientific Journal of Informatics

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Fuzzy Smart Reward for Serious Game Activity Design Haryanto, Hanny; Rosyidah, Umi; Kardianawati, Acun; Astuti, Erna Zuni; Dolphina, Erlin; Haryanto, Ronny
Scientific Journal of Informatics Vol 10, No 3 (2023): August 2023
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v10i3.44051

Abstract

Purpose:  Serious game has been widely considered to be a potential learning tool, due to its main advantage to provide a fun experience in learning. The experience is supported mainly by in-game activities, where feedback is given in the form of rewards. However, rewards often don't work well due to various factors, for example, rewards are always the same, so they are monotonous. We use Appreciative Learning as underlying concept for activity design and fuzzy logic to create the reward behavior, called Fuzzy Smart Reward.Methods: We use Appreciative Learning as underlying concept for activity design and fuzzy logic to create the reward behavior. Appreciative Learning activities consists of Discovery, Dream, Design and Destiny. We propose fuzzy-based smart reward for those activities. The smart reward takes player achievement in each activity as input for the fuzzy inference system and give the dynamic reward as output.Result: A game prototype is developed as a test subject. The result shows that the smart reward could dynamically adjust the reward based on game conditions and player performance. Test conducted using Game Experience Questionnaire get the score 3.3 out of 4.Novelty:  There aren't many studies on dynamic rewards in structured reward systems; the majority of studies remove dynamic rewards from reward systems. In our research, a "smart reward" is a dynamic reward in a structured reward system that is created using artificial intelligence and is based on activities for appreciative learning. The use of Fuzzy Logic for structured reward behavior is also very rare. 
Co-Authors Abas Setiawan Abas Setiawan Abas Setiawan Abas Setiawan Acun Kardianawati Acun Kardianawati Adi Purnomo Agus Winarno, Agus Ahmad Zainul Fanani Akbar Ariya Caraka Alfian Sa’dan Alvin Satria Nugraha Andrean Nugraha Fajero Angga Adetiya Ardianto, Christian Arief Setyayoga Aripin Arry Maulana Syarif, Arry Maulana Arta Moro Sundjaja, Arta Moro Asih Rohmani Benedictta Dinda Permatasari Bondan Prasetyo Budi, Setyo Christyan Putra, Andreas Aditya Danny Wijaya De Rosal Ignatius Moses Setiadi Desi Purwanti Kusumaningrum Edy Mulyanto Elok Iedfitra Haksoro Erlin Dolphina Erna Zuni Astuti Erna Zuni Astuti Erna Zuni Astuti Erna Zuni Astuti Farrikh Al Zami Fitri Yakub Harisa, Ardiawan Bagus Haryanto, Ronny Heribertus Himawan Herman Try Maulana Herowati, Wise Indra Gamayanto Indra Gamayanto Indra Gamayanto Kadiasti, Ristia Kardianawati, Acun Khafiizh Hastuti Kurniawan, July Kurniawan, Muhammad David L. Budi Handoko Laksana, Deddy Award Widya Lukman Sandjaya Lusi Noviani Prasetyo Muchamad Afif Muhamad Safi’i Muhammad Adhie Darmawan Muhammad Qori’ Untiarasani Muljono Muljono Muljono, - Mulyanto, Edy Nathania, Nita Virena Naufal, Muhammad Rakha' Noor Ageng Setiyanto, Noor Ageng Nugraha, Alvin Satria Perawati Perawati Pulung Nurtantio Andono Raden Arief Nugroho Rahmatsyam Lakoro Rahmatsyam Lakoro Rama Joko Pamungkas Ramadhan Rakhmat Sani Resa Septiarti Rosyidah, Umi Saeful Fahmi Saroji Saroji Sasono Wibowo Sendi Novianto Sendi Novianto Sendi Novianto Sendi Novianto Septian Idhi Pangestu Setia Astuti Setia Astuti Setyo Budi Sirait, Tamsir Hasudungan Siswoko, Tandicha Marchelputra Steven Adi Santoso Sukamto, Titien Suhartini Sukmono, Indriyo K. Surya Adijaya Saputra T. Sutojo T. Sutojo T. Sutojo Tatak Ulul Azmi Tito Bimantoro Umi Rosyidah Umi Rosyidah Wellia Shinta Sari Wijanarto Wijanarto Wisinggya, Kadhana Reya Wisnu Agastya Yoga Prasetio Yuniarsi Rahayu Yuniarsi Rahayu Yusianto Rindra Zami, Farrikh Al