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

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

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

Peer reviewed articles (3)

Intelligent Decision Technologies

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

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, 2025, ISSN 1872-4981
Editor: SAGE Publications
DOI: 10.1177/18724981251335098

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

Conference proceedings (6)

Towards explanation strategies in group recommender systems

Autores: Yera, Raciel; Martinez, Luis
Publicado en: 20th Conference of the Spanish Association of Artificial Intelligence, 2024
DOI: 10.5281/ZENODO.15253061

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: 10.5281/ZENODO.14210907

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

Autores: Waterschoot, Cedric; Yera, Raciel; Tintarev, Nava; Barile, Francesco
Publicado en: 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP '25 Proceedings), 2025
Editor: ACM
DOI: 10.1145/3699682.3728345

LORE4GroupRS: Explaining group recommendations supported by a local rule-based approach

Autores: Yera, Raciel; Martínez, Luis
Publicado en: Intelligent Data Engineering and Automated Learning – IDEAL 2024 Proceedings, 2024
Editor: Springer
DOI: 10.5281/ZENODO.14399714

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: 10.5281/ZENODO.14399714

A Novel Approach for Measuring Demographic Parity Fairness in Group Recommendation

Autores: Yera, Raciel; Barranco, Manuel; Martínez, Luis
Publicado en: Intelligent Management of Data and Information in Decision Making - FLINS 2024 Proceedings, 2024
Editor: World Scientific Publishing Co.
DOI: 10.5281/ZENODO.14210907