Shirley Ramirez
2025-02-04
Auction Mechanisms for In-Game Item Pricing: A Game-Theoretic Approach
Thanks to Shirley Ramirez for contributing the article "Auction Mechanisms for In-Game Item Pricing: A Game-Theoretic Approach".
This research critically examines the ethical implications of data mining in mobile games, particularly concerning the collection and analysis of player data for monetization, personalization, and behavioral profiling. The paper evaluates how mobile game developers utilize big data, machine learning, and predictive analytics to gain insights into player behavior, highlighting the risks associated with data privacy, consent, and exploitation. Drawing on theories of privacy ethics and consumer protection, the study discusses potential regulatory frameworks and industry standards aimed at safeguarding user rights while maintaining the economic viability of mobile gaming businesses.
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