columbia-edu.pp.ua

Mobile Gaming Addiction: A Modern Psychological Challenge

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.

Deborah Sanchez CEO and Founder

2025.2.23

Mobile Gaming Addiction: A Modern Psychological Challenge

This paper investigates the impact of mobile gaming on attention span and cognitive load, particularly in relation to multitasking behaviors and the consumption of digital media. The research examines how the fast-paced, highly interactive nature of mobile games affects cognitive processes such as sustained attention, task-switching, and mental fatigue. Using experimental methods and cognitive psychology theories, the study analyzes how different types of mobile games, from casual games to action-packed shooters, influence players’ ability to focus on tasks and process information. The paper explores the long-term effects of mobile gaming on attention span and offers recommendations for mitigating negative impacts, especially in the context of educational and professional environments.

Christopher Robinson CEO and Founder

Mobile Games as Platforms for Social Interaction and Collaboration

This paper explores the role of mobile games in advancing the development of artificial general intelligence (AGI) by simulating aspects of human cognition, such as decision-making, problem-solving, and emotional response. The study investigates how mobile games can serve as testbeds for AGI research, offering a controlled environment in which AI systems can interact with human players and adapt to dynamic, unpredictable scenarios. By integrating cognitive science, AI theory, and game design principles, the research explores how mobile games might contribute to the creation of AGI systems that exhibit human-like intelligence across a wide range of tasks. The study also addresses the ethical concerns of AI in gaming, such as fairness, transparency, and accountability.

Susan Thomas CEO and Founder

Microtransactions in Mobile Games: Ethical Considerations

This research explores the potential of blockchain technology to transform the digital economy of mobile games by enabling secure, transparent ownership of in-game assets. The study examines how blockchain can be used to facilitate the creation, trading, and ownership of non-fungible tokens (NFTs) within mobile games, allowing players to buy, sell, and trade unique digital items. Drawing on blockchain technology, game design, and economic theory, the paper investigates the implications of decentralized ownership for game economies, player rights, and digital scarcity. The research also considers the challenges of implementing blockchain in mobile games, including scalability, transaction costs, and the environmental impact of blockchain mining.

Peter Butler CEO and Founder

The Role of Game Accessibility in Expanding Player Demographics

This research explores the relationship between mobile gaming habits and academic performance among students. It examines both positive aspects, such as improved cognitive skills, and negative aspects, such as decreased study time and attention.

James Williams CEO and Founder

The Role of Game Genres in Shaping Player Preferences

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.

Anthony Edwards CEO and Founder

Gaming and Empathy: Building Emotional Connections

This study leverages mobile game analytics and predictive modeling techniques to explore how player behavior data can be used to enhance monetization strategies and retention rates. The research employs machine learning algorithms to analyze patterns in player interactions, purchase behaviors, and in-game progression, with the goal of forecasting player lifetime value and identifying factors contributing to player churn. The paper offers insights into how game developers can optimize their revenue models through targeted in-game offers, personalized content, and adaptive difficulty settings, while also discussing the ethical implications of data collection and algorithmic decision-making in the gaming industry.

Richard Wilson CEO and Founder

Trending

Mobile Gaming Addiction: A Modern Psychological Challenge

Mobile Gaming Addiction: A Modern Psychological Challenge

Mobile Games as Platforms for Social Interaction and Collaboration

Microtransactions in Mobile Games: Ethical Considerations

The Role of Game Accessibility in Expanding Player Demographics

The Role of Game Genres in Shaping Player Preferences

Gaming and Empathy: Building Emotional Connections

Subscribe to newsletter