AI Based Personalized News Aggregator

AI Based Personalized News Aggregator will develop the news aggregator application, based on GNNs and meta-learningtechniques, to provide a customized feed of news to the user. The system will model relationships between users, articles ofnews, and all the different topics that might affect people’s preferences by using GNNs, thus being able to understand howto gain connections and preferences in news consumption. The meta-learning principle will be taken advantage of in sucha way that it can quickly adapt to changing preferences from individual users with a minimum amount of training data. Itleads to a dynamic, efficient, and user- centered news recommendation platform that constantly learns on the fly andimproves from user interactions.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-30
DOI
https://doi.org/10.5281/zenodo.16789301
Primary Topic
Recommender Systems and Techniques
Type
article
Field-Weighted Citation Impact
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article

AI Based Personalized News Aggregator

Zenodo (CERN European Organization for Nuclear Research)
Recommender Systems and Techniques
article

AI Based Personalized News Aggregator

article en

Abstract

AI Based Personalized News Aggregator will develop the news aggregator application, based on GNNs and meta-learningtechniques, to provide a customized feed of news to the user. The system will model relationships between users, articles ofnews, and all the different topics that might affect people’s preferences by using GNNs, thus being able to understand howto gain connections and preferences in news consumption. The meta-learning principle will be taken advantage of in sucha way that it can quickly adapt to changing preferences from individual users with a minimum amount of training data. Itleads to a dynamic, efficient, and user- centered news recommendation platform that constantly learns on the fly andimproves from user interactions.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 45%
Recommender Systems and Techniques
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AI Based Personalized News Aggregator · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS