caltech-edu.pp.ua

Gaming and Physical Health: Balancing Screen Time

This paper explores the use of artificial intelligence (AI) in predicting player behavior in mobile games. It focuses on how AI algorithms can analyze player data to forecast actions such as in-game purchases, playtime, and engagement. The research examines the potential of AI to enhance personalized gaming experiences, improve game design, and increase player retention rates.

James Williams CEO and Founder

Gaming and Physical Health: Balancing Screen Time

This paper explores the convergence of mobile gaming and artificial intelligence (AI), focusing on how AI-driven algorithms are transforming game design, player behavior analysis, and user experience personalization. It discusses the theoretical underpinnings of AI in interactive entertainment and provides an extensive review of the various AI techniques employed in mobile games, such as procedural generation, behavior prediction, and adaptive difficulty adjustment. The research further examines the ethical considerations and challenges of implementing AI technologies within a consumer-facing entertainment context, proposing frameworks for responsible AI design in games.

Martha Perry CEO and Founder

2025.2.23

Exploring Mobile Game Playstyles: Casual vs. Hardcore Gamers

This study examines the role of social influence in mobile game engagement, focusing on how peer behavior, social norms, and social comparison processes shape player motivations and in-game actions. By drawing on social psychology and network theory, the paper investigates how players' social circles, including friends, family, and online communities, influence their gaming habits, preferences, and spending behavior. The research explores how mobile games leverage social influence through features such as social media integration, leaderboards, and team-based gameplay. The study also examines the ethical implications of using social influence techniques in game design, particularly regarding manipulation, peer pressure, and the potential for social exclusion.

Ronald Parker CEO and Founder

Mobile Games and Mental Health: Can Games Help Reduce Stress?

This research explores how mobile games contribute to the development of digital literacy skills among young players. It looks at how games can teach skills such as problem-solving, critical thinking, and technology literacy, and how these skills transfer to real-world applications. The study also considers the potential risks associated with mobile gaming, including exposure to online predators and the spread of misinformation, and suggests strategies for promoting safe and effective gaming.

Anna Ross CEO and Founder

Analyzing the Psychological Impact of Loot Boxes in PC and Console Games

This paper critically analyzes the role of mobile gaming in reinforcing or challenging socioeconomic stratification, particularly in developing and emerging markets. It examines how factors such as access to mobile devices, internet connectivity, and disposable income create disparities in the ability to participate in the mobile gaming ecosystem. The study draws upon theories of digital inequality and explores how mobile games both reflect and perpetuate existing social and economic divides, while also investigating the potential of mobile gaming to serve as a democratizing force, providing access to entertainment, education, and social connection for underserved populations.

Scott Bennett CEO and Founder

Exploring the Relationship Between Game Design and Replayability

This study explores the integration of augmented reality (AR) technologies in mobile games, examining how AR enhances user engagement and immersion. It discusses technical challenges, user acceptance, and the future potential of AR in mobile gaming.

Joshua Gray CEO and Founder

Examining the Cultural Impact of eSports: A Case Study of League of Legends

This paper explores the increasing integration of social media features in mobile games, such as in-game sharing, leaderboards, and social network connectivity. It examines how these features influence player behavior, community engagement, and the overall gaming experience. The research also discusses the benefits and challenges of incorporating social elements into games, particularly in terms of user privacy, data sharing, and online safety.

Dennis Torres CEO and Founder

Trending

Gaming and Physical Health: Balancing Screen Time

Gaming and Physical Health: Balancing Screen Time

Exploring Mobile Game Playstyles: Casual vs. Hardcore Gamers

Mobile Games and Mental Health: Can Games Help Reduce Stress?

Analyzing the Psychological Impact of Loot Boxes in PC and Console Games

Exploring the Relationship Between Game Design and Replayability

Examining the Cultural Impact of eSports: A Case Study of League of Legends

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