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

Project Information

FIDELITY

Grant agreement ID: 101106164

DOI

10.3030/101106164

EC signature date 17 July 2023

Start date 1 May 2024

End date 30 April 2026

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 181 152,96

Coordinated by

UNIVERSIDAD DE JAEN
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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.

Publications

Peer reviewed articles (3)

Intelligent Decision Technologies

Author(s): Raciel Yera; Edianny Carballo-Cruz; Juan Carlos Maroto-Martos
Published in: Intelligent Decision Technologies, 2025, ISSN 1872-4981
Publisher: SAGE
DOI: 10.1177/18724981251335098

Group recommender systems for tourism: Current state and future directions

Author(s): Raciel Yera, Edianny Carballo-Cruz, Juan Carlos Maroto-Martos
Published in: Intelligent Decision Technologies, 2025, ISSN 1872-4981
Publisher: SAGE Publications
DOI: 10.1177/18724981251335098

Group recommender systems for tourism: Current state and future directions

Author(s): Raciel Yera, Edianny Carballo-Cruz, Juan Carlos Maroto-Martos
Published in: Intelligent Decision Technologies, Issue 19, 2025, ISSN 1872-4981
Publisher: SAGE Publications
DOI: 10.1177/18724981251335098

Conference proceedings (6)

Towards explanation strategies in group recommender systems

Author(s): Yera, Raciel; Martinez, Luis
Published in: 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

Author(s): R. Yera, M. J. Barranco, L. Martínez
Published in: Intelligent Management of Data and Information in Decision Making, 2024
Publisher: WORLD SCIENTIFIC
DOI: 10.5281/ZENODO.14210907

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

Author(s): Waterschoot, Cedric; Yera, Raciel; Tintarev, Nava; Barile, Francesco
Published in: 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP '25 Proceedings), 2025
Publisher: ACM
DOI: 10.1145/3699682.3728345

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

Author(s): Yera, Raciel; Martínez, Luis
Published in: Intelligent Data Engineering and Automated Learning – IDEAL 2024 Proceedings, 2024
Publisher: Springer
DOI: 10.5281/ZENODO.14399714

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

Author(s): Raciel Yera, Luis Martínez
Published in: Lecture Notes in Computer Science, Intelligent Data Engineering and Automated Learning – IDEAL 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.5281/ZENODO.14399714

A Novel Approach for Measuring Demographic Parity Fairness in Group Recommendation

Author(s): Yera, Raciel; Barranco, Manuel; Martínez, Luis
Published in: Intelligent Management of Data and Information in Decision Making - FLINS 2024 Proceedings, 2024
Publisher: World Scientific Publishing Co.
DOI: 10.5281/ZENODO.14210907