Is Your Time Well Spent Online?: Focusing on Quality Experiences Through a User-Centered Recommendation Algorithm and Simulation Model

Spending an uncontrolled quantity and quality of time on digital news and social media platforms can negatively influence mental health and decrease cognitive abilities. In this paper, we propose a sequential news recommendation system employing deep reinforcement learning to capture the user's...

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Bibliographic Details

Published in:	2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) pp. 1043 - 1048
Main Authors:	Islambouli, Rania, Ingram, Sandy, Gillet, Denis
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.12.2021
Subjects:	Actor-Critic Conferences Deep reinforcement learning Focusing Machine learning algorithms Media Mental health Micro-learning News recommendation Reinforcement learning Social media Social networking (online)
Online Access:	Get full text
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