Data Mining: Product Recommendation Systems Based on Customer Reviews Using Text Mining - Couverture souple

Sabah Mustafa, Iman; Balaji B, Saravana

 
9786208117665: Data Mining: Product Recommendation Systems Based on Customer Reviews Using Text Mining
Couverture souple
ISBN 10 : 6208117666 ISBN 13 : 9786208117665
Editeur : LAP LAMBERT Academic Publishing, 2024

Synopsis

The book describes a review of a new product recommender system that uses natural language processing (NLP) and text mining to analyze customer reviews. This system, designed to enhance product recommendations, processes reviews from platforms like Amazon and eBay to categorize and rank products based on user queries. It clusters products according to features mentioned in reviews and ranks them based on sentiment (positive or negative). The proposed system, PR-CT, was tested against existing systems using metrics such as Precision, Recall, F1 Score, and Average Response Time, and was found to perform better. However, the abstract notes that more data and development are needed to improve the system's efficiency.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
6208117666
ISBN 13 
9786208117665
Reliure
Broché
Nombre de pages
80
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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