Recommendation is an effective marketing tool widely used in the e-commerce business,
and can be made based on ratings predicted from the rating data of purchased items. To …

Extracting user preferences and item features from reviews to assist recommendations is
becoming increasingly popular. However, on the one hand, existing works generally select …

Review-based recommender systems have attracted a lot of attention recently because of
the rich information entailed in the reviews. These models try to learn representations to …

Review-based recommendations mainly explore reviews that provide actual attributes of
items for recommendation. In fact, besides user reviews, merchants have their descriptions …

In today's e-commerce world, personalized recommendation systems are crucial for
enhancing user experience and increasing sales. This research focuses on developing a …