Fairness Matters: A look at LLM-generated group recommendations
A Tommasel - Proceedings of the 18th ACM Conference on …, 2024 - dl.acm.org
Recommender systems play a crucial role in how users consume information, with group
recommendation receiving considerable attention. Ensuring fairness in group recommender …
recommendation receiving considerable attention. Ensuring fairness in group recommender …
To Explain or Not To Explain: An Empirical Investigation of AI-based Recommendations on Social Media Platforms
Artificial intelligence integration into social media recommendations has significant promise
for enhancing user experience. Frequently, however, suggestions fail to align with users' …
for enhancing user experience. Frequently, however, suggestions fail to align with users' …
[HTML][HTML] Integrating Social Relationships and Personality into MAS-Based Group Recommendations
A Monteserin, DE Madsen, D Godoy… - Big Data and Cognitive …, 2024 - mdpi.com
Recommender systems aim to predict the preferences of users and suggest items of interest
to them in various domains. While traditional recommendation techniques consider users as …
to them in various domains. While traditional recommendation techniques consider users as …
Preface on the special issue on group recommender systems
Group recommender systems (Felfernig et al. 2024; Masthoff 2015) determine
recommendations for groups. These systems often apply basic recommendation strategies …
recommendations for groups. These systems often apply basic recommendation strategies …
LORE4GroupRS: Explaining Group Recommendations Supported by a Local Rule-Based Approach
R Yera, L Martínez - … Conference on Intelligent Data Engineering and …, 2024 - Springer
Abstract The proposed European Union regulations for Artificial Intelligence (AI) has
highlighted the necessity and importance of explainable AI as a way for understanding the …
highlighted the necessity and importance of explainable AI as a way for understanding the …
[PDF][PDF] The Effectiveness of Different Group Recommendation Strategies for Different Group Compositions
Social choice aggregation strategies have been proposed as an explainable way to
generate recommendations to groups of users. However, the performance of each strategy …
generate recommendations to groups of users. However, the performance of each strategy …