“…Electroencephalography (EEG), utilized to classify players' expertise levels by analyzing brain activity, significantly enhances video game design. The EEG device MUSE 2, employed in various studies [1][2][3]19], records brain waves in specific regions like AF7, AF8, TP9, and TP10, each associated with distinct cognitive functions: AF7 and AF8, located in the frontal and temporal lobes, respectively, are involved in attention, language, and memory processes, while TP9 and TP10, in the parietal region, relate to visuospatial and sensory functions. Concurrently, the study of brain waves and their correlation with mental activities like problem-solving constitutes an active and complex area of research within neuroscience and cognitive neuroscience, wherein the brain engages in multiple cognitive functions such as attention, working memory, decision making, and reasoning.…”