Probabilitas dalam Finite State Machine Agen Cerdas Edugame “Ajut-Ajut Kids”
Abstract
Educational game “Ajut-ajut Kids” is developed in multimedia stages to introduce the Dayak Benuaq language for children. In this matching game, players must match two or more images and words in Dayak language. This study applies randomization to shuffle position of images and words in each round. It makes the game more challenging. Random and probability in-game agents are also applied, which will accompany children to play the kid character in Dayak clothes. Game agents, which apply the Finite State Machine (FSM) model, will provide expressions like pleasure, sadness, etc., according to the child's playing style. Random implementation and credibility in the FSM model allows agents to give random expressions. This makes the agent more natural. The result of this study proves randomization and probability have succeeded make this game more interesting and interactive to children.
References
T. Gumilar, “Regional Languages in Indonesian Educational System: a Comparison Study of Javanese, Sundanese and Dayak Languages Teaching Programs,” Investigationes Linguisticae, Vol. 33, hal. 29-42, 2015.
Z. Ji, W.H. Huang, dan X. Zhang, “Design and Implementation of a Game Interface Interaction on Smartphone,” Journal of Intelligent & Fuzzy Systems, Vol. 34, No. 2, hal. 923-931, 2018.
S. De Freitas, “Are Games Effective Learning Tools? A Review of Educational Games,” Journal of Educational Technology & Society, Vol. 21, No. 2, hal. 74-84, 2018.
R.L. Lamb, L. Annetta, J. Firestone, dan E.A. Etopio, “Meta-Analysis with Examination of Moderators of Student Cognition, Affect, and Learning Outcomes While Using Serious Educational Games, Serious Games, and Simulations,” Computers in Human Behavior, Vol. 80, hal. 158-167, 2018.
R. Andrea dan S. Palupi, “Membangun Edugame "Boni Kids-Borneo Animal Kids" Permainan Match-up dengan Teknik Pengacakan Shuffle dan Pengembangan Agen Cerdas dengan Model Finite State Machine (FSM),” Sebatik, Vol. 19, No. 1, hal. 6-10, 2018.
J. Palacios, Unity 5. x Game AI Programming Cookbook, Birmingham, UK: Packt Publishing Ltd., 2016.
R. Barrera, Unity 2017 Game AI Programming-: Leverage the Power of Artificial Intelligence to Program Smart Entities for Your Games, Birmingham, UK: Packt Publishing Ltd., 2018.
A.S. Kyaw, C. Peters, dan T.N. Swe, Unity 4.x Game AI Programming, Birmingham, UK: Packt Publishing Ltd., 2013.
J. Smed dan H. Hakonen, Algorithms and Networking for Computer Games, Hoboken, USA: John Wiley & Sons, 2017.
R. Andrea dan Nurobah, “Combination of Finite State Machine (FSM) and Sugeno Fuzzy for Game Agent in ‘Battle of Etam Earth’,” Advanced Science Letters, Vol. 24, No. 11, hal. 8663-8667, 2018.
A.R. Hakim, R. Andrea, dan D. Antoni. “Membangun Edugame ‘Baby Zoo Puzzle’ Berbasis Android dengan Game Agent Implementasi Finite State Machine,” Sebatik, Vol. 16, No. 1, hal. 9-15, 2016.
A. Rachman, V. Suhartono, dan Y. Purwanto, “Agen Cerdas Animasi Wajah untuk Game Tebak Kata,” Jurnal Teknologi Informasi, Vol. 6, No. 1, hal. 1-8, 2010.
S. Wijayanti, A. Nurhuda, dan R. Andrea, “Edugame ‘Etam-Tainment’ Pembelajaran Bahasa Kutai dengan Shuffle Random dan Agen Cerdas,” Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI), Vol. 7, No. 3, hal. 302-307, 2018.
M. Lee, “An Artificial Intelligence Evaluation on FSM-Based Game NPC,” Journal of Korea Game Society, Vol. 14, No. 5, hal. 127-136, 2014.
W.D.P. Putra dan W. Setyaningrum, “The Effect of Edutainment Toward Students’ Interest in Learning Mathematics,” Journal of Physics: Conference Series, Vol. 1097, No. 1, hal. 1-7, 2018.
D. Eridani, P.I. Santosa, dan R. Ferdiana, “Implikasi Game Edukasi 2D dan 3D: Mengenal Huruf dan Angka Terhadap Anak,” Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI), Vol. 3, No. 1, hal. 1-5, 2014.
R. Kurniawan, A. Mahtarami, dan R. Rakhmawati, “Gempa: Game Edukasi sebagai Media Sosialisasi Mitigasi Bencana Gempa Bumi Bagi Anak Autis,” Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI), Vol. 6, No. 2, hal. 174-183, 2017.
M. Courgeon, C. Clavel, dan J.C. Martin, “Appraising Emotional Events During a Real-Time Interactive Game,” Proceedings of the International Workshop on Affective-Aware Virtual Agents and Social Robots, 2009, hal. 1-5.
E.Y. Kim dan D. Ashlock, “Changing Resources Available to Game Playing Agents: Another Relevant Design Factor in Agent Experiments,” IEEE Transactions on Computational Intelligence and AI in Games, Vol. 9 No. 4, hal. 321-332, 2017.
U.K. Patel, P. Patel, H. Hexmoor, dan N. Carver. “Improving Behavior of Computer Game Bots Using Fictitious Play,” International Journal of Automation and Computing, Vol. 9, No. 2, hal. 122-134, 2012.
W.P. Subagyo, S.M.S. Nugroho, dan S. Sumpeno, “Simulation Multi Behavior NPCs in Fire Evacuation Using Emotional Behavior Tree,” International Seminar on Application for Technology of Information and Communication (ISemantic), 2016, hal. 184-190.
M. Kopel, dan T. Hajas, “Implementing AI for Non-player Characters in 3D Video Games,” Asian Conference on Intelligent Information and Database Systems, 2018, hal. 610-619.
V. Krishnan, Probability and Rrandom Processes, Hoboken, USA: John Wiley & Sons, 2015.
V.K. Rohatgi, dan A.M.E. Saleh, An Introduction to Probability and Statistics, Hoboken, USA: John Wiley & Sons, 2015.
B.B. Agarwal, S.P. Tayal, dan M. Gupta, Software Engineering and Testing, Burlington, USA: Jones & Bartlett Learning, 2010.
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