Hybrid Movie Recommendation System With User Partitioning and Log Likelihood Content Comparison

Hybrid Movie Recommendation System With User Partitioning and Log Likelihood Content Comparison

fIn the domain of recommendation systems, matrix decomposition is an effective strategy for mitigating issues related to sparsity and low space utilization. The Alternating Least Squares (ALS) method, in particular, stands out for its ability to process data in parallel, thereby enhancing computatio...

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Bibliographic Details
Main Authors: Yongmao Yang, Kampol Woradit, Kenneth Cosh
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Recommendation system
log-likelihood
content-based
collaborative filtering
alternating least squares
particle swarm optimization
Online Access:https://ieeexplore.ieee.org/document/10840180/
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