paper-with-me

Papers Multibehavior Recommendation

“Multibehavior Recommendation” 태그가 달린 논문 4편 · 필터 해제

Multi-Behavioral Sequential Recommendation

2024-10-08 · RecSys 2024 10 · Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme

Sequential recommendation models are crucial for next-item prediction tasks in various online platforms, yet many focus on a single behavior, neglecting valuable implicit interactions. While multi-behavioral models addre…

Multibehavior RecommendationRecommendation SystemsSequential Recommendation

HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation

2024-04-29 · 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 techniques like graph neural networks and atten…

Multibehavior RecommendationRecommendation Systems

Context-Aware Sequential Model for Multi-Behaviour Recommendation

2023-12-15 · 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 behavior, overlooking valuable implicit int…

modelMultibehavior RecommendationSequential Recommendation

Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation

2022-07-12 · Yuhao Yang, Chao Huang, Lianghao Xia, Yuxuan Liang 외

Learning dynamic user preference has become an increasingly important component for many online platforms (e.g., video-sharing sites, e-commerce systems) to make sequential recommendations. Previous works have made many …

Multibehavior RecommendationSequential Recommendation
1–4 / 4