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

Sabah Mustafa, Iman; Balaji B, Saravana

Softcover

ISBN 10: 6208117666 ISBN 13: 9786208117665

Publisher: 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.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2024
• Language: English
• ISBN 10: 6208117666
• ISBN 13: 9786208117665
• Binding: Paperback
• Number of pages: 80