A personalized reinforcement learning recommendation algorithm …
1 天前 · Recommender systems have become a core component of various online platforms, helping users get relevant information from the abundant digital data. Traditional RSs often …
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An explainable recommendation algorithm based on content …
2 天之前 · Recommendation system is an effective way to alleviate information explosion [1].By combining a series of features of users and items and calculating the predicted score based …
A text-based recommender system for recommending relevant …
3 天之前 · This paper provides a comprehensive overview of state-of-the-art systems and a case study of a recommender system for a small, low-budget project, battling with several …
Generative Large Recommendation Models: Emerging Trends in …
1 天前 · In Proceedings of the 17th ACM International Conference on Web Search and Data Mining. 452–461. Liu et al. (2023) Weiwen Liu, Wei Guo, Yong Liu, Ruiming Tang, and Hao …
A Recommender System for Mining Personalized User …
6 天之前 · Recommender systems (RSs) have widespread applications in fields such as e-commerce, social media, and entertainment. Their primary goal is to recommend content that users may find interesting by analyzing user …
Contemporary Recommendation Systems on Big Data and Their …
This survey paper provides a comprehensive analysis of the evolution and current landscape of recommendation systems, extensively used across various web applications. It categorizes …
Recommendation System Based on Opinion Mining: A Survey
Abstract: Rapid data expansion brought on by the emergence of the Web and e-commerce websites has led to the issue of information overload. Recommendation systems (RSs) have …
Web Mining and Recommendation Systems | SpringerLink
2010年10月20日 · We have discussed the motivations of such kinds of techniques, the algorithmic issues, and the experimental studies as well as the insightful findings and results. …
Web Recommendations Systems - SpringerLink
The book discusses how to measure the effectiveness of recommender systems, illustrating the methods with practical case studies. It strikes a balance between fundamental concepts and state-of-the-art technologies, providing readers …
[PDF] A Novel Web Recommendation Model Based on the Web …
This paper presents a new model for developing a collaborative web recommendation system using a new technique for knowledge extraction. The proposed model introduces two …