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학제간연구 과학기술학 뇌인지과학 기술정책 기타 복합학

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논문 기본 정보

자료유형
학술저널
저자정보
I. Nyoman Putu Suwindra (Ganesha University of Education) I. Ketut Gede Darma Putra (Udayana University) Made Sudarma (Udayana University) Nyoman Putra Sastra (Udayana University)
저널정보
한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.21 No.3
발행연도
2021.9
수록면
293 - 309 (17page)
DOI
10.5391/IJFIS.2021.21.3.293

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초록· 키워드

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Developing children’s character must start from an early age. As children consider playing games a pleasant activity, exposing them to traditional games that involve cultural wisdom is an effective way to instill ethical norms and moral values in them. In Bali, many traditional games, such as Petaumpet and Tajog, require the children to be disciplined, cooperative, obedient and act honestly. Behaving in such a manner while playing can be an effective strategy for the character development of children. I Durma is one of the folklores that has been developed in the form of ICT-based game. This type of challenge game has an impact on the player’s emotions. This study explains the relationship between game-factor, emotion, and character variables of game players. All three variables were obtained through questionnaire integrated in the game. The data obtained were analyzed using the neuro-fuzzy and backpropagation methods. The analysis result shows that there was a relationship between game-factor, emotional, and character variables. This is indicated by the output values of the neuro-fuzzy analysis. It was obtained that: training analysis (40:93:41), testing analysis (42:0 2:64), and checking analysis (42:4 2:75) with the difference between them (Δμ < 5%) of 50 max scores. In other words, characters can be predicted from game-factor and players’ emotion. The findings of this study can enable teachers to help students or users choose right games and control their emotions while playing as these can affect the character development of the children. We also show that children who were involved in playing the game responded positively to the game based on Balinese local wisdom.
#Balinese #Serious game #Game factor #Emotional #Character #Neuro-fuzzy

목차

Abstract
1. Introduction
2. Related Work
3. Method
4. Experiment and Data Analysis
5. Conclusion
References

참고문헌 (31)

참고문헌 신청
A. F. Barbosa / 2014 / A new methodology of design and development of serious games / International Journal of Computer Games Technology 2014 Crossref Hannah R. Marston / 2012 / Older adults as 21st century game designers / The Computer Games Journal 1(1):90~102 Crossref Nyoman Sukajaya / 2015 / Intelligent Classification of Learner's Cognitive Domain using Bayes Net, Naïve Bayes, and J48 Utilizing Bloom's Taxonomy-based Serious Game / International Journal of Emerging Technologies in Learning (iJET) 10(2):46~52 Crossref I. N. P. Suwindra / 2018 / Developing balinese culture-based serious game model : I Rajapala as a Hunter / Proceedings of 2018 International Conference on Smart Green Technology in Electrical and Information Systems (ICSGTEIS) :114~119 google schola F. Laamarti / 2014 / An overview of serious games / International Journal of Computer Games Technology 2014 Crossref

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