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From Pixels to Perceptions: Predicting Video Game Ratings through Reviews and Metadata
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DOI：10.1016/j.chb.2026.109038.png)
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Abstract
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• User reviews and metadata jointly predict video game ratings • Metadata boosts prediction accuracy beyond text-only models • Sentiment words and contextual cues shape player evaluations • Uses and Gratifications explain intrinsic motivations in play • Expectation-Confirmation shows ratings depend on met expectations
Keywords:
Video Game Ratings
User Reviews
Metadata
Sentiment Analysis
Expectation-Confirmation
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8.9
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9.0K
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5.8W
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