The impact of representation learning on unsupervised graph neural networks for one-class recommendation (2024)
- Authors:
- USP affiliated authors: GOULARTE, RUDINEI - ICMC ; MARCACINI, RICARDO MARCONDES - ICMC ; GÔLO, MARCOS PAULO SILVA - ICMC ; MORAES, LEONARDO GONÇALVES DE - ICMC
- Unidade: ICMC
- DOI: 10.5753/jidm.2024.3317
- Subjects: APRENDIZADO COMPUTACIONAL; SISTEMAS DE RECOMENDAÇÃO; REDES NEURAIS
- Keywords: One-Class Learning; Recommender Systems; Graph Neural Networks; Link Prediction; One-Class Explainability; Graph Explainability
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Publisher place: Porto Alegre
- Date published: 2024
- Source:
- Título: Journal of Information and Data Management - JIDM
- ISSN: 2178-7107
- Volume/Número/Paginação/Ano: v. 15, n. 1, p. 112-122, 2024
- Este periódico é de acesso aberto
- Este artigo NÃO é de acesso aberto
-
ABNT
GÔLO, Marcos Paulo Silva et al. The impact of representation learning on unsupervised graph neural networks for one-class recommendation. Journal of Information and Data Management - JIDM, v. 15, n. 1, p. 112-122, 2024Tradução . . Disponível em: https://doi.org/10.5753/jidm.2024.3317. Acesso em: 10 fev. 2026. -
APA
Gôlo, M. P. S., Moraes, L. G. de, Goularte, R., & Marcacini, R. M. (2024). The impact of representation learning on unsupervised graph neural networks for one-class recommendation. Journal of Information and Data Management - JIDM, 15( 1), 112-122. doi:10.5753/jidm.2024.3317 -
NLM
Gôlo MPS, Moraes LG de, Goularte R, Marcacini RM. The impact of representation learning on unsupervised graph neural networks for one-class recommendation [Internet]. Journal of Information and Data Management - JIDM. 2024 ; 15( 1): 112-122.[citado 2026 fev. 10 ] Available from: https://doi.org/10.5753/jidm.2024.3317 -
Vancouver
Gôlo MPS, Moraes LG de, Goularte R, Marcacini RM. The impact of representation learning on unsupervised graph neural networks for one-class recommendation [Internet]. Journal of Information and Data Management - JIDM. 2024 ; 15( 1): 112-122.[citado 2026 fev. 10 ] Available from: https://doi.org/10.5753/jidm.2024.3317 - One-class recommendation through unsupervised graph neural networks for link prediction
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Informações sobre o DOI: 10.5753/jidm.2024.3317 (Fonte: oaDOI API)
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