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cs.IR2026
Rethinking Convolutional Networks for Attribute-Aware Sequential Recommendation
Shereen Elsayed, Ngoc Son Le, Ahmed Rashed +1
Attribute-aware sequential recommendation entails predicting the next item a user will interact with based on a chronologically ordered history of past interactions, enriched with…
cs.IR2024
HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation
Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme
In the context of recommendation systems, addressing multi-behavioral user interactions has become vital for understanding the evolving user behavior. Recent models utilize techniq…
cs.IR2023
Context-Aware Sequential Model for Multi-Behaviour Recommendation
Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme
Sequential recommendation models are crucial for next-item recommendations in online platforms, capturing complex patterns in user interactions. However, many focus on a single beh…