Towards personality-aware explanations for music recommendations using generative AI (2025)
- Authors:
- USP affiliated authors: MANZATO, MARCELO GARCIA - ICMC ; ALVES, GABRIELLE APARECIDA PIRES - ICMC ; SOUZA, LUAN SOARES DE - ICMC
- Unidade: ICMC
- DOI: 10.1145/3705328.3748032
- Subjects: SISTEMAS DE RECOMENDAÇÃO; PROCESSAMENTO DE LINGUAGEM NATURAL; MÚSICA
- Keywords: Recommender Systems; Explanations; Personality; LLM
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Source:
- Título: Proceedings
- Conference titles: ACM Conference on Recommender Systems - RecSys
- Este periódico é de acesso aberto
- Este artigo NÃO é de acesso aberto
-
ABNT
ALVES, Gabrielle Aparecida Pires et al. Towards personality-aware explanations for music recommendations using generative AI. 2025, Anais.. New York: ACM, 2025. Disponível em: https://doi.org/10.1145/3705328.3748032. Acesso em: 23 jan. 2026. -
APA
Alves, G. A. P., Jannach, D., Souza, L. S. de, & Manzato, M. G. (2025). Towards personality-aware explanations for music recommendations using generative AI. In Proceedings. New York: ACM. doi:10.1145/3705328.3748032 -
NLM
Alves GAP, Jannach D, Souza LS de, Manzato MG. Towards personality-aware explanations for music recommendations using generative AI [Internet]. Proceedings. 2025 ;[citado 2026 jan. 23 ] Available from: https://doi.org/10.1145/3705328.3748032 -
Vancouver
Alves GAP, Jannach D, Souza LS de, Manzato MG. Towards personality-aware explanations for music recommendations using generative AI [Internet]. Proceedings. 2025 ;[citado 2026 jan. 23 ] Available from: https://doi.org/10.1145/3705328.3748032 - Furando a bolha: nudges digitais em sistemas de recomendação
- Aspect-based summarization: an approach with different levels of details to explain recommendations
- A user study on explanations with different levels of detail in recommender systems
- User perception of fairness-calibrated recommendations
- Digitally nudging users to explore off-profile recommendations: here be dragons
- Beyond the comfort zone: digital nudges for off-profile recommendations
- Personalizing explanations in recommender systems with different levels of details based on users\' reviews
- A multiturn recommender system with explanations
- WordRecommender: an explainable content-based algorithm based on sentiment analysis and semantic similarity
- A user study with aspect-based sentiment analysis for similarity of items in content-based recommendations
Informações sobre o DOI: 10.1145/3705328.3748032 (Fonte: oaDOI API)
Download do texto completo
| Tipo | Nome | Link | |
|---|---|---|---|
 |
3279556.pdf | Direct link |
How to cite
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
