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Serious Games and AI: Challenges and Opportunities for Computational Social Science | IEEE Journals & Magazine | IEEE Xplore

Serious Games and AI: Challenges and Opportunities for Computational Social Science


Graphical overview of the paper. The blue boxes are the applications found for serious games and AI applied to them. The red box indicates the challenges faced by this un...

Abstract:

The gaming industry plays a crucial role in the realm of entertainment within our society. However, from Monopoly to Flight Simulators, serious games have also been appea...Show More

Abstract:

The gaming industry plays a crucial role in the realm of entertainment within our society. However, from Monopoly to Flight Simulators, serious games have also been appealing tools for learning a new language, conveying values, or training skills. The resurgence of Artificial Intelligence (AI) and data science in the last decade presents a unique window of opportunity for its integration into video games. This integration is of particular interest due to the vast amount of data that can be collected through a game, which is needed to feed the AI algorithms. This paper aims to identify relevant research paths in the intersection of serious games, AI, and computational social science, particularly in their utilization as novel research tools to comprehend human behavior and society. To provide a comprehensive context, we also present an overview of the serious game research field identifying the most prominent application areas and analyzing applications of AI in serious games that hold great potential for computational social science research. The goal of our work is to establish a valuable framework for researchers interested in utilizing serious games as a novel tool for AI-supported social research.
Graphical overview of the paper. The blue boxes are the applications found for serious games and AI applied to them. The red box indicates the challenges faced by this un...
Published in: IEEE Access ( Volume: 11)
Page(s): 62051 - 62061
Date of Publication: 15 June 2023
Electronic ISSN: 2169-3536

Funding Agency:


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