Personalized news recommendation: Methods and challenges

C Wu, F Wu, Y Huang, X Xie - ACM Transactions on Information Systems, 2023 - dl.acm.org
Personalized news recommendation is important for users to find interesting news
information and alleviate information overload. Although it has been extensively studied …

SIIR: Symmetrical Information Interaction Modeling for News Recommendation

Z Ou, Z Han, P Liu, S Teng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurate matching between user and candidate news plays a fundamental role in news
recommendation. Most existing studies capture fine-grained user interests through effective …

ZS-CEBE: leveraging zero-shot cross and bi-encoder architecture for cold-start news recommendation

MA Rauf, MMY Khalil, MANU Ghani, W Wang… - Signal, Image and Video …, 2024 - Springer
News recommendation systems heavily rely on the information exchange between news
articles and users to personalize the recommendation. Consequently, one of the significant …

User recommendation system based on MIND dataset

NA Abdulhussein, AJ Obaid - arXiv preprint arXiv:2209.06131, 2022 - arxiv.org
Nowadays, it's a very significant way for researchers and other individuals to achieve their
interests because it provides short solutions to satisfy their demands. Because there are so …

[PDF][PDF] A landscape view of news recommendation systems based on MIND dataset

NA Abdulhussein, AJ Obaid - Journal of …, 2023 - … .s3.ap-south-1.amazonaws.com
Nowadays, it'sa very important way for researchers and all people to find their desired
meaning instead of searching for a specific topic. Recommendation systems are strategies …