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A Two-Phase Deep Learning-Based Recommender System: Enhanced by a Data Quality Inspector

Research regarding collaborative filtering recommenders has grown fast lately. However, little attention has been paid to discuss how the input data quality impacts the result. Indeed, some review-rating pairs that a user gave to an item are inconsistent and express a different opinion, making the r...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: William Lemus Leiva, Meng-Lin Li, Chieh-Yuan Tsai
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-10-01
Schriftenreihe:Applied Sciences
Schlagworte:
data quality
recommendation system
collaborative filtering
deep learning
text classification
Online-Zugang:https://www.mdpi.com/2076-3417/11/20/9667
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