AEMS: Adaptive Ensemble GNNs for Multibehavior Stream Recommendation

AEMS: Adaptive Ensemble GNNs for Multibehavior Stream Recommendation

Traditional systems often focus on a singular action type, such as a purchase, while overlooking the rich behavioral pluralism that is inherent in user engagement, such as the transient clicks or latent purchase intents signaled by cart additions. This narrow focus leads to sparse datasets and hinde...

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Bibliographic Details
Main Authors: Ritchie Natuan Caibigan, Punyaphol Horata, Pusadee Seresangtakul
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Ensemble learning
graph neural networks (GNNs)
multibehavior recommendation
stream recommendation
recommendation systems
Online Access:https://ieeexplore.ieee.org/document/11052242/
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https://ieeexplore.ieee.org/document/11052242/

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