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This study presented four methods for calculating ratings based on user reviews which are then evaluated in terms of their accuracy in different CF rating prediction algorithms. The first method sums all the sentiment scores/ratings for the sentiment terms mentioned in the review. The second method calculates implicit ratings based on a weighted aggregate of the user’s opinions regarding different aspects of an item.
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