Ann Gonzales
2025-02-03
Explainable AI Models for Enhancing Player Trust in Competitive Games
Thanks to Ann Gonzales for contributing the article "Explainable AI Models for Enhancing Player Trust in Competitive Games".
This paper explores the application of artificial intelligence (AI) and machine learning algorithms in predicting player behavior and personalizing mobile game experiences. The research investigates how AI techniques such as collaborative filtering, reinforcement learning, and predictive analytics can be used to adapt game difficulty, narrative progression, and in-game rewards based on individual player preferences and past behavior. By drawing on concepts from behavioral science and AI, the study evaluates the effectiveness of AI-powered personalization in enhancing player engagement, retention, and monetization. The paper also considers the ethical challenges of AI-driven personalization, including the potential for manipulation and algorithmic bias.
This study explores the role of user-generated content (UGC) in mobile games, focusing on how player-created game elements, such as levels, skins, and mods, contribute to game longevity and community engagement. The research examines how allowing players to create and share content within a game environment enhances player investment, creativity, and social interaction. Drawing on community-building theories and participatory culture, the paper investigates the challenges and benefits of incorporating UGC features into mobile games, including the technical, social, and legal considerations. The study also evaluates the potential for UGC to drive game evolution and extend the lifespan of mobile games by continually introducing fresh content.
This research examines the convergence of mobile gaming and virtual reality (VR), with a focus on how VR technologies are integrated into mobile game design to enhance immersion and interactivity. The study investigates the challenges and opportunities presented by VR in mobile gaming, including hardware limitations, motion sickness, and the development of intuitive user interfaces. By exploring both theoretical frameworks of immersion and empirical case studies, the paper analyzes how VR in mobile games can facilitate new forms of player interaction, narrative exploration, and experiential storytelling, while also considering the potential psychological impacts of long-term VR engagement.
This research explores the role of ethical AI in mobile game design, focusing on how AI can be used to create fair and inclusive gaming experiences. The study examines the challenges of ensuring that AI-driven game mechanics, such as matchmaking, procedural generation, and player behavior analysis, do not perpetuate bias, discrimination, or exclusion. By applying ethical frameworks from artificial intelligence, the paper investigates how developers can design AI systems that promote fairness, inclusivity, and diversity within mobile games. The research also explores the broader social implications of AI-driven game design, including the potential for AI to empower marginalized groups and provide more equitable gaming opportunities.
This research investigates the ethical, psychological, and economic impacts of virtual item purchases in free-to-play mobile games. The study explores how microtransactions and virtual goods, such as skins, power-ups, and loot boxes, influence player behavior, spending habits, and overall satisfaction. Drawing on consumer behavior theory, economic models, and psychological studies of behavior change, the paper examines the role of virtual goods in creating addictive spending patterns, particularly among vulnerable populations such as minors or players with compulsive tendencies. The research also discusses the ethical implications of monetizing gameplay through virtual goods and provides recommendations for developers to create fairer and more transparent in-game purchase systems.
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