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The Novel Method of Adaptive Multiplayer Games for Mobile Application using Neural Networks

The Novel Method of Adaptive Multiplayer Games for Mobile Application using Neural Networks

Widodo Budiharto, Michael Yoseph Ricky, Ro’fah Nur Rachmawati
Copyright: © 2013 |Volume: 5 |Issue: 1 |Pages: 15
ISSN: 1937-9412|EISSN: 1937-9404|EISBN13: 9781466630857|DOI: 10.4018/jmcmc.2013010102
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MLA

Budiharto, Widodo, et al. "The Novel Method of Adaptive Multiplayer Games for Mobile Application using Neural Networks." IJMCMC vol.5, no.1 2013: pp.10-24. http://doi.org/10.4018/jmcmc.2013010102

APA

Budiharto, W., Ricky, M. Y., & Rachmawati, R. N. (2013). The Novel Method of Adaptive Multiplayer Games for Mobile Application using Neural Networks. International Journal of Mobile Computing and Multimedia Communications (IJMCMC), 5(1), 10-24. http://doi.org/10.4018/jmcmc.2013010102

Chicago

Budiharto, Widodo, Michael Yoseph Ricky, and Ro’fah Nur Rachmawati. "The Novel Method of Adaptive Multiplayer Games for Mobile Application using Neural Networks," International Journal of Mobile Computing and Multimedia Communications (IJMCMC) 5, no.1: 10-24. http://doi.org/10.4018/jmcmc.2013010102

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Abstract

The rapid development of the games industry and its development goals were not just for entertainment, but also used for educational of students interactively. Unfortunately the development of adaptive educational games on mobile platforms in Indonesian language that interesting and entertaining for learning process is very limited. This paper shows the research of development of novel adaptive multiplayer games for students who can adjust the difficulty level of games based on the ability of the user, so that it can motivate students to continue to play these games. The authors propose a method where these games can adjust the level of difficulty, based on the assessment of the results of previous problems using neural networks with three inputs in the form of percentage correct, the speed of answer and interest mode of games (animation / lessons) to produce 1 output. The experimental results are presented and show the adaptive multiplayer games are running well on mobile devices based on BlackBerry platform.

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