Katherine Foster
2025-02-05
Player Modeling in Mobile Games: Predicting Retention and Spending
Thanks to Katherine Foster for contributing the article "Player Modeling in Mobile Games: Predicting Retention and Spending".
This paper delves into the concept of digital addiction, specifically focusing on the psychological and social impacts of excessive mobile game usage. The research examines how mobile gaming, particularly in free-to-play models, contributes to behavioral addiction, exploring how reward loops, social pressure, and the desire for progression can lead to compulsive gaming behavior. Drawing on psychological theories of addiction, habit formation, and reward systems, the study analyzes the mental health consequences of excessive gaming, such as sleep disruption, anxiety, and social isolation. The paper also evaluates preventive and intervention strategies, including digital well-being tools and game design modifications, to mitigate the risk of addiction.
This paper explores the use of mobile games as educational tools, assessing their effectiveness in teaching various subjects and skills. It discusses the advantages and limitations of game-based learning in mobile contexts.
This study investigates the potential of blockchain technology to decentralize mobile gaming, offering new opportunities for player empowerment and developer autonomy. By leveraging smart contracts, decentralized finance (DeFi), and non-fungible tokens (NFTs), blockchain could allow players to truly own in-game assets, trade them across platforms, and participate in decentralized governance of games. The paper examines the technological challenges, economic opportunities, and legal implications of blockchain integration in mobile gaming ecosystems. It also considers the ethical concerns regarding virtual asset ownership and the potential for blockchain to disrupt existing monetization models.
The social fabric of gaming is woven through online multiplayer experiences, where players collaborate, compete, and form lasting friendships in virtual realms. Whether teaming up in cooperative missions or facing off in intense PvP battles, the camaraderie and sense of community fostered by online gaming platforms transcend geographical distances, creating bonds that extend beyond the digital domain.
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.
Link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
External link
