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Journal : Scientific Journal of Informatics

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 Abdullah, Usman Zahid Acun Kardianawati Agung Nugroho Agustina, Feri Ahmad Ali Saefuddin Ahmad Muktamar B Aldiana Astuti Anantadjaya, Samuel PD Angga Adetiya Arni Ernawati Astuti, Yani Parti Bambang Winardi Bambang Winardi Benedictta Dinda Permatasari Christy Atika Sari Christyan Putra, Andreas Aditya De Rosal Ignatius Moses Setiadi Dewi Agustini Santoso Diawati, Prety Dyarsa Singgih Pamungkas Edy Mulyanto Egia Rosi Subhiyakto, Egia Rosi Eko Hari Rachmanto Eko Septyasari Enda Wista Sinuraya ER. UMMI KALSUM Erna Zuni Astuti Erna Zuni Astuti Erna Zuni Astuti Etika Kartikadarma Fahmi Amiq Fauzi Adi Rafrastara Guruh Fajar Shidik Hanny Haryanto Haryanto, Ronny Hendy Tannady Husnawati Rachman I Alfiansyah I Wayan Karang Utama I Wayan Ruspendi Junaedi Ika Baskara Irzan Soepriyadi Iswanto Iswanto Judijanto, Loso Khamaludin Khamaludin Khamaludin, Khamaludin Kurniawan, Defri Kusumawati, Yupie Lola Malihah Loso Judijanto Miftahorrozi, Miftahorrozi Moh. Erkamim Muljono, - Mulyanto, Edy Murthada Murthada Nawangwulan, Irma M Ningrum, Novita Kurnia Noor Ageng Setiyanto, Noor Ageng Nugroho, Agung Nurdiani, Tanti Widia Prasongko, Akbar Bagus Purwanto Purwanto Rahmanti Asmarani Ricardus Anggi Pramunendar Santoso, Imam Sari, Ade Risna Septian Idhi Pangestu Setia Astuti Sindhu Rakasiwi Sri Hastutik Sudarmanto, Eko Sudibyo, Usman Surya Adijaya Saputra Susanti Budiastuti T. Sutojo T.Sutojo Umi Rosyidah Utama, I Wayan Karang Utomo, Danang Wahyu Vera Pebrianasari Verawaty Verawaty Wibowo, Rendi Wildoms Sahusilawane Winarsih, Nurul Anisa Sri Wisinggya, Kadhana Reya Yani Parti Astuti Zainal Arifin Hasibuan