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

Sabah Mustafa, Iman; Balaji B, Saravana

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

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Iman Sabah Mustafa est une professionnelle accomplie des technologies de l'information, spécialisée dans l'exploration des données. Elle a obtenu sa maîtrise en technologie de l'information à l'Université française du Liban (LFU) - Erbil en 2021. Iman a publié de nombreux articles qui témoignent de son expertise et de ses contributions dans le domaine de l'exploration des données.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
6208117666
ISBN 13 
9786208117665
Einband
Taschenbuch
Anzahl der Seiten
80
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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