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What is Temporal Models in Recommender Systems about?

This document presents an exploratory study on the impact of temporal models in recommender systems (RS), focusing on the need for a common evaluation framework due to the diverse metrics and datasets used in existing research. The study reviews various time-aware techniques and their effects on multiple evaluation dimensions, revealing that not all time-aware algorithms outperform traditional ones in terms of accuracy. The findings emphasize the importance of a rigorous evaluation scheme and suggest that t

Author

Pradeep Kumar D

Language

EN