Jacqueline Foster
2025-02-07
Player Segmentation Using Unsupervised Learning: Insights from Mobile Game Analytics
Thanks to Jacqueline Foster for contributing the article "Player Segmentation Using Unsupervised Learning: Insights from Mobile Game Analytics".
This research examines the intersection of mobile games and the evolving landscape of media consumption, particularly in the context of journalism and news delivery. The study explores how mobile games are influencing the way users consume information, engage with news stories, and interact with media content. By analyzing game mechanics such as interactive narratives, role-playing elements, and user-driven content creation, the paper investigates how mobile games can be leveraged to deliver news in novel ways that increase engagement and foster critical thinking. The research also addresses the challenges of misinformation, echo chambers, and the ethical implications of gamified news delivery.
This study explores the future of cloud gaming in the context of mobile games, focusing on the technical challenges and opportunities presented by mobile game streaming services. The research investigates how cloud gaming technologies, such as edge computing and 5G networks, enable high-quality gaming experiences on mobile devices without the need for powerful hardware. The paper examines the benefits and limitations of cloud gaming for mobile players, including latency issues, bandwidth requirements, and server infrastructure. The study also explores the potential for cloud gaming to democratize access to high-end mobile games, allowing players to experience console-quality titles on budget devices, while addressing concerns related to data privacy, intellectual property, and market fragmentation.
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.
This research examines the role of mobile game developers in promoting social responsibility through ethical practices and inclusivity in game design. The study explores how developers can address social issues such as diversity, representation, and accessibility within mobile games, ensuring that games are accessible to players of all backgrounds, abilities, and identities. Drawing on ethics, cultural studies, and inclusive design principles, the paper evaluates the impact of inclusive game design on player experiences, with particular focus on gender, race, and disability representation. The research also investigates the role of mobile games in fostering positive social change, offering recommendations for developers to create more socially responsible and inclusive gaming experiences.
Game streaming platforms like Twitch, YouTube Gaming, and Mixer have revolutionized how gamers consume and interact with gaming content, turning everyday players into content creators, influencers, and entertainers. Livestreamed gameplay, interactive chats, and community engagement redefine the gaming experience, transforming passive consumption into dynamic, participatory entertainment.
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