Critique on natural noise in recommender systems
Recommender systems have been upgraded, tested, and applied in many, often
incomparable ways. In attempts to diligently understand user behavior in certain …
incomparable ways. In attempts to diligently understand user behavior in certain …
An effective and efficient fuzzy approach for managing natural noise in recommender systems
A high-quality recommender system (RS) can effectively alleviate information overload by
producing recommendations. The quality of the recommender system not only depends on …
producing recommendations. The quality of the recommender system not only depends on …
A mixture-of-Gaussians model for estimating the magic barrier of the recommender system
The rating data collected by the recommender system usually contains noise due to external
factors such as human uncertainty and inconsistency. Such noise, usually modeled by a …
factors such as human uncertainty and inconsistency. Such noise, usually modeled by a …
Towards next generation recommender systems through generic data quality
W Al Jurdi - 2024 - theses.hal.science
Recommender systems are essential for filtering online information and delivering
personalized content, thereby reducing the effort users need to find relevant information …
personalized content, thereby reducing the effort users need to find relevant information …