Mary Johnson
2025-02-03
Dynamic Content Personalization in Mobile Games Using Contextual Bandits
Thanks to Mary Johnson for contributing the article "Dynamic Content Personalization in Mobile Games Using Contextual Bandits".
This paper investigates the ethical implications of digital addiction in mobile games, specifically focusing on the role of game design in preventing compulsive play and overuse. The research explores how game mechanics such as reward systems, social comparison, and time-limited events may contribute to addictive behavior, particularly in vulnerable populations. Drawing on behavioral addiction theories, the study examines how developers can design games that are both engaging and ethical by avoiding exploitative practices while promoting healthy gaming habits. The paper also discusses strategies for mitigating the negative impacts of digital addiction, such as incorporating breaks, time limits, and player welfare features, to reduce the risk of game-related compulsive behavior.
This study explores the role of player customization in mobile games, focusing on how avatar and character customization can influence player identity, self-expression, and engagement. The research examines how customizing characters, outfits, and other in-game features enables players to create personalized experiences that reflect their preferences and identities. Drawing on social identity theory and self-concept research, the paper investigates how customization fosters emotional attachment to the game, as well as its impact on player behavior, such as social interaction and competition. The study also explores the commercial implications of offering customizable in-game items, including microtransactions and virtual economies.
This research investigates the ethical and psychological implications of microtransaction systems in mobile games, particularly in free-to-play models. The study examines how microtransactions, which allow players to purchase in-game items, cosmetics, or advantages, influence player behavior, spending habits, and overall satisfaction. Drawing on ethical theory and psychological models of consumer decision-making, the paper explores how microtransactions contribute to the phenomenon of “pay-to-win,” exploitation of vulnerable players, and player frustration. The research also evaluates the psychological impact of loot boxes, virtual currency, and in-app purchases, offering recommendations for ethical monetization practices that prioritize player well-being without compromising developer profitability.
A Comparative Analysis This paper provides a comprehensive analysis of various monetization models in mobile gaming, including in-app purchases, advertisements, and subscription services. It compares the effectiveness and ethical considerations of each model, offering recommendations for developers and policymakers.
This research investigates the role of social media integration in mobile games and its impact on player social connectivity, collaboration, and competition. The study explores how features such as social sharing, friend lists, in-game chats, and social media rewards enhance the social aspects of mobile gaming. By applying theories from social network analysis and media studies, the paper examines how these social elements influence player behavior and game dynamics, including social capital, identity construction, and community formation. The research also addresses potential risks, such as privacy concerns, cyberbullying, and the commercialization of social interactions, and suggests ways to balance social connectivity with player well-being.
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