International Journal of Information Engineering and Electronic Business(IJIEEB)

ISSN: 2074-9023 (Print), ISSN: 2074-9031 (Online)

Published By: MECS Press

IJIEEB Vol.14, No.1, Feb. 2022

Development "Acep the Explorer" an Educational Game Introduction Animal Ecosystem

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Heny Pratiwi, Ita Arfyanti, Asep Nurhuda

Index Terms

Educational games, Animal Ecosystem, Finite State Automata, Explorer


Acep the Explorer is a game about animal ecosystem, this lesson is a must-know lesson for elementary school children who aim to introduce to children who are just beginning to know animals that are foreign to them, so that children can recognize the animals and place them according to their own ecology. Educational games are games designed or created to stimulate thought including increasing concentration and problem solving. This game developed by multimedia development system, start form concept, design, until testing. AI development is also carried out in this game, we use a finite state automata to create enemies that annoy players The result of this research, an educational game about animal ecosystem and the children's response to the use of educational games know animals according to ecosystem is good, children can get to know animals according to their ecosystem. And the AI, the Finite state automata in this game makes the game more challenging, interesting and fun. Because in this game they can learn while playing games and face some obstacles and destroy the enemy hunting device and complete the game. This research contributes to combining AI technology with educational games to make students learning about animal ecosystems more interesting and challenging

Cite This Paper

Heny Pratiwi, Ita Arfyanti, Asep Nurhuda, " Development "Acep the Explorer" an Educational Game Introduction Animal Ecosystem", International Journal of Information Engineering and Electronic Business(IJIEEB), Vol.14, No.1, pp. 17-24, 2022. DOI: 10.5815/ijieeb.2022.01.02


[1]J. Coetzee and K. J. Mammen, "Language of Learning and Teaching as one of the Causes for Difficulties in Learning Fractions," Science Journal of Education, vol. 5, no. 2, p. 66, 2017. 

[2]J. Niclasen, C. Obel, P. Homøe, A. Kørvel-Hanquist and J. Dammeyer, "Associations between otitis media and child behavioural and learning difficulties: Results from a Danish cohort," International Journal of Pediatric Otorhinolaryngology, vol. 84, pp. 12-20, 2016. 

[3]R. Gahrn-Andersen, "But language too is material," Phenomenology and The Cognitive Sciences, vol. 18, no. 1, pp. 169-183, 2019. 

[4]J. S. Barkin, "Strategies of a Boring Teacher," , pp. 233-241, 2020. 

[5]A. r. nkan, "study on the effect of teacher-made materials used in skill teaching in sport lesson on students? Motivation ( Erzurum/Turkey Sample)," Research Papers in Economics, 2015. 

[6]G. Rahmi, "An Investigation Of Approaches To Teaching Reading Used By A Teacher In A Junior High School In Bandung," in Proceedings of the Eleventh Conference on Applied Linguistics (CONAPLIN 2018), 2019. 

[7]C. K. Ling, F. Fang and J. Z. Kolter, "What Game Are We Playing? End-to-end Learning in Normal and Extensive Form Games," in Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018. 

[8]F. Schimanke, R. Mertens and B. S. Huck, "Player Types in Mobile Learning Games – Playing Patterns and Motivation," in 2018 IEEE International Symposium on Multimedia (ISM), 2018. 

[9]N. Iten and D. Petko, "Learning with serious games: Is fun playing the game a predictor of learning success?," British Journal of Educational Technology, vol. 47, no. 1, pp. 151-163, 2016. 

[10]E. Bonsignore, D. Hansen, K. Kraus, A. Visconti, J. Ahn and A. Druin, "Playing for real: designing alternate reality games for teenagers in learning contexts," in Proceedings of the 12th International Conference on Interaction Design and Children, 2013. 

[11]M. J. Callaghan, K. McCusker, J. L. Losada, J. Harkin and S. Wilson, "Using Game-Based Learning in Virtual Worlds to Teach Electronic and Electrical Engineering," IEEE Transactions on Industrial Informatics, vol. 9, no. 1, pp. 575-584, 2013. 

[12]A. Casey, P. Hastie and S. Jump, "Examining student-designed games through Suits' theory of games," Sport Education and Society, vol. 21, no. 8, pp. 1230-1248, 2016. 

[13]P. Backlund and M. Hendrix, "Educational games - Are they worth the effort? A literature survey of the effectiveness of serious games," in 5th International Conference on Games and Virtual Worlds for Serious Applications (VS-Games 2013), 11-13 September 2013, 2013. 

[14]A. Yudianto and M. Sutama, "Pengembangan Media Pembelajaran Berbasis Game Edukasi Untuk Pengenalan Hewan dan Habitatnya di TK Aisyiyah Bolon Colomadu," , 2019. 

[15]M. C. Fisher, D. A. Henk, C. J. Briggs, J. S. Brownstein, L. C. Madoff, S. L. McCraw and S. J. Gurr, "Emerging fungal threats to animal, plant and ecosystem health.," Nature, vol. 484, no. 7393, pp. 186-194, 2012. 

[16]R. Andrea and . Nursobah, "Combination of Finite State Machine (FSM) and Sugeno Fuzzy for Game Agent in “Battle of Etam Earth”," Advanced Science Letters, vol. 24, no. 11, pp. 8663-8667, 2018. 

[17]T. Andronikos, A. Sirokofskich, K. Kastampolidou, M. Varvouzou, K. Giannakis and A. Singh, "Finite Automata Capturing Winning Sequences for All Possible Variants of the PQ Penny Flip Game," Mathematics, vol. 6, no. 2, p. 20, 2018. 

[18]M. Utesch, A. Hauer, R. Heininger and H. Krcmar, "The Finite State Trading Game: Developing a Serious Game to teach the Application of Finite State Machines in a Stock Trading Scenario," in REV2017 – 14th International Conference on Remote Engineering and Virtual Instrumentation, 2018. 

[19]N. Kentaro and K. Yusuke, Game Program And Game Device, 2020. 

[20]I. Y. Smolyakov and S. A. Belyaev, "Design of the Software Architecture for Starcraft Video Game on the Basis of Finite State Machines," in 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus), 2019. 

[21]R. D. Hun and J. Y. Kook, game system and method of implementing artificial intelligence of game character by user setting, 2018. 

[22]M. Hulden, Finite-State Technology, 2018. 

[23]M. Kopel and T. Hajas, "Implementing AI for Non-player Characters in 3D Video Games," in Asian Conference on Intelligent Information and Database Systems, 2018. 

[24]M. S. El-Nasr, A. Drachen and A. Canossa, Game Analytics : Maximizing the Value of Player Data, 2013. 

[25]N. Shaker, J. Togelius and M. J. Nelson, Procedural Content Generation in Games, 2016. 

[26]D. Mackay, Multimedia Environmental Models: The Fugacity Approach, 2020. 

[27]R. Drner, S. Gbel, W. Effelsberg and J. Wiemeyer, Serious Games: Foundations, Concepts and Practice, 2016. 

[28]J.S. Surung, I. Agung Bayupati and G. Agung Ayu Putri, "The Implementation Of ERP In Supply Chain Management On Conventional Woven Fabric Business", International Journal of Information Engineering and Electronic Business, vol. 12, no. 3, pp. 8-18, 2020. Available: 10.5815/ijieeb.2020.03.02.

[29]R. Andrea and A. Nurhuda, "Developing Edu-Game “Ulun Smart-Kid” Learning Media of Banjar Language and Game Agent with Finite State Machine Model", International Journal of Education and Management Engineering, vol. 10, no. 6, pp. 10-16, 2020. Available: 10.5815/ijeme.2020.05.02.