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Enhancing Collaborative Filtering-Based Recommender System Using Sentiment Analysis

Recommendation systems (RSs) are widely used in e-commerce to improve conversion rates by aligning product offerings with customer preferences and interests. While traditional RSs rely solely on numerical ratings to generate recommendations, these ratings alone may not be sufficient to offer persona...

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Uloženo v:
Hlavní autoři: Ikram Karabila, Nossayba Darraz, Anas El-Ansari, Nabil Alami, Mostafa El Mallahi
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2023-07-01
Edice:Future Internet
Témata:
sentiment analysis
recommender system
deep learning
collaborative filtering
ensemble learning
On-line přístup:https://www.mdpi.com/1999-5903/15/7/235
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