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

Informazioni relative al progetto

FIDELITY

ID dell’accordo di sovvenzione: 101106164

DOI

10.3030/101106164

Data della firma CE 17 Luglio 2023

Data di avvio 1 Maggio 2024

Data di completamento 30 Aprile 2026

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 181 152,96

Coordinato da

UNIVERSIDAD DE JAEN
Spain

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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.

Pubblicazioni

Peer reviewed articles (3)

Intelligent Decision Technologies

Autori: Raciel Yera; Edianny Carballo-Cruz; Juan Carlos Maroto-Martos
Pubblicato in: Intelligent Decision Technologies, 2025, ISSN 1872-4981
Editore: SAGE
DOI: 10.1177/18724981251335098

Group recommender systems for tourism: Current state and future directions

Autori: Raciel Yera, Edianny Carballo-Cruz, Juan Carlos Maroto-Martos
Pubblicato in: Intelligent Decision Technologies, 2025, ISSN 1872-4981
Editore: SAGE Publications
DOI: 10.1177/18724981251335098

Group recommender systems for tourism: Current state and future directions

Autori: Raciel Yera, Edianny Carballo-Cruz, Juan Carlos Maroto-Martos
Pubblicato in: Intelligent Decision Technologies, Numero 19, 2025, ISSN 1872-4981
Editore: SAGE Publications
DOI: 10.1177/18724981251335098

Conference proceedings (6)

Towards explanation strategies in group recommender systems

Autori: Yera, Raciel; Martinez, Luis
Pubblicato 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

Autori: R. Yera, M. J. Barranco, L. Martínez
Pubblicato in: Intelligent Management of Data and Information in Decision Making, 2024
Editore: WORLD SCIENTIFIC
DOI: 10.5281/ZENODO.14210907

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

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

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

Autori: Yera, Raciel; Martínez, Luis
Pubblicato in: Intelligent Data Engineering and Automated Learning – IDEAL 2024 Proceedings, 2024
Editore: Springer
DOI: 10.5281/ZENODO.14399714

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

Autori: Raciel Yera, Luis Martínez
Pubblicato in: Lecture Notes in Computer Science, Intelligent Data Engineering and Automated Learning – IDEAL 2024, 2024
Editore: Springer Nature Switzerland
DOI: 10.5281/ZENODO.14399714

A Novel Approach for Measuring Demographic Parity Fairness in Group Recommendation

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