Live Session

18 Oct
 
14:15
CEST
RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems
Add Session to Calendar 2024-10-18 02:15 pm 2024-10-18 05:45 pm Europe/Rome RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems is taking place on https://coda.io/@rstless-group/robustrecsys

RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems

Organizers

Organizers: Valerio Guarrasi (University Campus Bio-Medico of Rome), Federico Siciliano (Sapienza University of Rome) and Fabrizio Silvestri (Sapienza University of Rome)

Abstract

WATCH THE WORKSHOP RECORDING HERE

In recent years, recommender systems have become indispensable tools in various domains, aiding users in discovering relevant content amidst the overwhelming amount of available material.However, the effectiveness and reliability of these systems are often hindered by various challenges such as data perturbations, missing data, noise, and bias. In this workshop, we aim to explore and address these challenges by focusing on the development of robust recommender systems.Robustness in recommender systems refers to their ability to maintain performance and effectiveness under adverse conditions, including unexpected variations in the data environment.By fostering discussions and collaborations among researchers and practitioners, this workshop seeks to advance the state-of-the-art in robust recommender systems, thereby enhancing their usability and trustworthiness in real-world applications.

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