Disentangled variational auto-encoder enhanced by counterfactual data for debiasing recommendation

Abstract Recommender system always suffers from various recommendation biases, seriously hindering its development. In this light, a series of debias methods have been proposed in the recommender system, especially for two most common biases, i.e., popularity bias and amplified subjective bias. Howe...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Yupu Guo, Fei Cai, Jianming Zheng, Xin Zhang, Honghui Chen
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Springer 2024-01-01
Цуврал:	Complex & Intelligent Systems
Нөхцлүүд:	Recommender systems Debias Data sparsity
Онлайн хандалт:	https://doi.org/10.1007/s40747-023-01314-x
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!