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WhitepaperHindawi16 Nov 2023

A Fuzzy Set-Based Model for Educational Serious Games with 360-Degree Videos

Key insights

6 takeaways

01
A new decision model for Educational Serious Games (ESG) integrates fuzzy logic to manage player performance evaluation, pedagogical reinforcement, and immersion within 360-degree video environments.See it on page 1
02
The model utilizes three core components—Classical Test Theory (CTT), a pedagogical system, and an immersion component—to dynamically adjust game content based on player interaction data.See it on page 4
03
Fuzzy logic is employed to handle imprecise educational data, allowing the system to categorize player exploration and performance into linguistic values like 'very fast' or 'very good' to inform real-time feedback.See it on page 6
04
The immersion component uses a production rule system to monitor spatial and temporal data, such as adjusting audio volume based on the player's head rotation to direct attention toward specific zones of interest.See it on page 14
05
In a study of 52 participants aged 13 to 63, the model demonstrated its ability to influence final scores, with 86.54% (n=45) of cases showing a downward adjustment in grades due to inadequate exploration of game challenges.See it on page 15
06
The model was validated through the serious game 'The Mystery of Pandora,' which demonstrated that integrating 360-degree video with AI-driven pedagogical strategies can enhance engagement and knowledge retention compared to traditional 2D video.See it on page 1

Summary

International Journal of Computer Games Technology Hindawi Volume 2023, Article ID 4960452, 18 pages https://doi.org/10.1155/2023/4960452 A Fuzzy Set-Based Model for Educational Serious Games with Zildomar Carlos Felix ,1 Liliane S. Machado ,2 Rodrigo Pinheiro de Toledo Vianna ,2 1Federal Rural University of Pernambuco, Serra Talhada, PE, Brazil 2Federal University of Paraíba, João Pessoa, PB, Brazil Correspondence should be addressed to Zildomar Carlos Felix; [email protected] Received 5 J...

A Fuzzy Set-Based Model for Educational Serious Games with 360-Degree Videos

A Fuzzy Set-Based Model for Educational Serious Games with 360-Degree Videos

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