Πλοήγηση ανά Συγγραφέας "Malamos, Athanasios"
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Τεκμήριο Enhancing procedural content generation by implementing machine learning techniques and user profiling(ΕΛΜΕΠΑ, Σχολή Μηχανικών (ΣΜΗΧ), ΠΜΣ Μηχανικών Πληροφορικής, 2025-11-07) Papadaki, Maria; Παπαδάκη, Μαρία; Malamos, Athanasios; Μαλάμος, ΑθανάσιοςProcedural Content Generation (PCG) has evolved significantly since its inception in the 1980s, transitioning from a basic tool for randomizing game levels to a sophisticated method capable of generating diverse and dynamic content across various digital media. This thesis explores the integration of PCG with user profiling to develop a framework that creates deeply personalized gaming experiences. The proposed framework aims to generate game content that adapts not only to a player’s actions but also to their preferences, emotional state, and skills while guaranteeing that the gameplay will not be hindered. Our research focuses on how user profiles can guide the PCG process, allowing for the creation of unique, player-centric content that enhances immersion, replayability, and engagement. This thesis contributes to the growing field of dynamic content generation, providing insights into how games can evolve to offer more personalized and emotionally resonant experiences.