Deep learning in news recommender systems: A comprehensive survey, challenges and future trends

MM Talha, HU Khan, S Iqbal, M Alghobiri, T Iqbal… - Neurocomputing, 2023 - Elsevier
Nowadays, people prefer to read news articles from online sources worldwide due to their
easiness and availability. For the last few years, online searching for required information or …

A systematic literature review of recent advances on context-aware recommender systems

P Mateos, A Bellogín - Artificial Intelligence Review, 2025 - Springer
Recommender systems are software mechanisms whose usage is to offer suggestions for
different types of entities like products, services, or contacts that could be useful or …

[PDF][PDF] FedNRM: A federal personalized news recommendation model achieving user privacy protection

S Yu, Z Jie, G Wu, H Zhang… - Intelligent Automation & …, 2023 - cdn.techscience.cn
In recent years, the type and quantity of news are growing rapidly, and it is not easy for users
to find the news they are interested in the massive amount of news. A news recommendation …

A deep learning based hybrid recommendation model for internet users

A Sami, WE Adrousy, S Sarhan, S Elmougy - Scientific Reports, 2024 - nature.com
Recommendation Systems (RS) play a crucial role in delivering personalized item
suggestions, yet traditional methods often struggle with accuracy, scalability, efficiency, and …

A contrastive news recommendation framework based on curriculum learning

X Zhou, N Lin, W Zheng, D Zhou, A Yang - User Modeling and User …, 2025 - Springer
News recommendation is an intelligent technology that aims to provide users with matching
news content based on their preferences and interests. Nevertheless, current methodologies …

Deep Learning-Based Recommendation System: Systematic Review and Classification

C Li, I Ishak, H Ibrahim, M Zolkepli, F Sidi, C Li - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, recommendation systems have become essential for businesses to enhance
customer satisfaction and generate revenue in various domains, such as e-commerce and …

Design of news recommendation model based on sub-attention news encoder

W Zhang - PeerJ Computer Science, 2023 - peerj.com
To extract finer-grained segment features from news and represent users accurately and
exhaustively, this article develops a news recommendation (NR) model based on a sub …

A Hotspot-Aware Personalized News Recommendation Mechanism Based on DistilBERT-TC-MA

Q He, K Wang - International Journal of Distributed Systems and …, 2024 - igi-global.com
Aiming at the problems of existing news recommendation methods, such as inadequate
exploration of the semantic information of news, neglecting potential hotspot features of …

[PDF][PDF] INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING

SI Yaqoob, A Prakash, A Kanade, S Kanade, N Bharti - researchgate.net
Journalism today has become a more dynamic and technology-oriented profession unlike
conventional journalism. At the same time, it has also become a challenging task to handle …