Fairness and Explanations in Group Recommender Systems. Towards Trustworthiness and transparency

Información del proyecto

FIDELITY

Identificador del acuerdo de subvención: 101106164

DOI

10.3030/101106164

Proyecto cerrado

Fecha de la firma de la CE 17 Julio 2023

Fecha de inicio 1 Mayo 2024

Fecha de finalización 30 Abril 2026

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 181 152,96

Coordinado por

UNIVERSIDAD DE JAEN
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (1)

Communication, Dissemination & Exploitation Plan

The Plan describes the planned measures to maximise the impact of the project, including the dissemination and exploitation measures that are planned, and the target group(s) addressed. Regarding communication measures and public engagement strategy, the aim is to inform and reach out to society and show the activities performed, and the use and the benefits the project will have for citizens.

Data Management Plan (1)

Data Management Plan

The Data Management Plan describes the data management life cycle for all data sets that will be collected, processed or generated by the action. It is a document describing what data will be collected, processed or generated and following what methodology and standards, whether and how this data will be shared and/or made open, and how it will be curated and preserved.

Publicaciones

Conference proceedings (6)

Characterizing provider fairness in content-based e-service intelligent recommendation

Autores: Yera Toledo, Raciel; Dutta, Bapi; Martínez, Francisco J.; Martinez, Luis
Publicado en: 2025
Editor: Springer
DOI: 10.5281/ZENODO.16589286

A Novel Approach for Measuring Demographic Parity Fairness in Group Recommendation

Autores: R. Yera, M. J. Barranco, L. Martínez
Publicado en: Intelligent Management of Data and Information in Decision Making, 2024
Editor: WORLD SCIENTIFIC
DOI: 10.1142/9789811294631_0025

Post-hoc recommendation explanations in e-learning: An empirical study using fuzzy tools

Autores: Remadnia, Ouahiba; Yera, Raciel; Rodríguez, Rosa María; Faiz, Maazouzi
Publicado en: 2025
Editor: Springer
DOI: 10.5281/ZENODO.17819451

LORE4GroupRS: Explaining Group Recommendations Supported by a Local Rule-Based Approach

Autores: Raciel Yera, Luis Martínez
Publicado en: Lecture Notes in Computer Science, Intelligent Data Engineering and Automated Learning – IDEAL 2024, 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-77738-7_25

GREX: A platform for supporting explanations in group recommender systems

Autores: Toledo, Mateus; Yera Toledo, Raciel; Barranco, Manuel José; Dutta, Bapi
Publicado en: 2025
Editor: Springer
DOI: 10.5281/ZENODO.17819669

With Friends Like These, Who Needs Explanations? Evaluating User Understanding of Group Recommendations

Autores: Cedric Waterschoot, Raciel Yera Toledo, Nava Tintarev, Francesco Barile
Publicado en: Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, 2025
Editor: ACM
DOI: 10.1145/3699682.3728345

Peer reviewed articles (1)

Group recommender systems for tourism: Current state and future directions

Autores: Raciel Yera, Edianny Carballo-Cruz, Juan Carlos Maroto-Martos
Publicado en: Intelligent Decision Technologies, Edición 19, 2025, ISSN 1872-4981
Editor: SAGE Publications
DOI: 10.1177/18724981251335098

Book chapters (1)

Using Shapley Additive Explanations for supporting individual and group recommendation: survey and new perspectives

Autores: Yera Toledo, Raciel; Dutta, Bapi; Martínez, Luis
Publicado en: 2025
Editor: Springer
DOI: 10.5281/ZENODO.17819808