Combining review elements for modelling various multi-criteria collaborative recommendation models

Abstract Traditional single-criterion recommender systems rely on overall ratings, failing to capture accurate user preferences. While multi-criteria recommender systems (MCRSs) address this by leveraging explicit or implicit criteria, existing studies predominantly focus on single review elements,...

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Bibliographic Details
Main Authors: Sumaia Mohammed AL-Ghuribi, Shahrul Azman Mohd Noah, Sabrina Tiun, Mawal A. Mohammed, Nur Izyan Yasmin Saat
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Journal of Big Data
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Online Access:https://doi.org/10.1186/s40537-025-01222-6
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