Enhanced Attention Framework for Multi-Interest Sequential Recommendation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3185063
Abstract: Sequential recommendation tasks predict items to be interacted at the next moment according to users’ historical behavior sequences. A large number of studies have shown that accuracy is not the only evaluation metric in the… read more here.
Keywords: sequential recommendation; enhanced attention; recommendation; interest sequential ... See more keywords
MIRN: A multi-interest retrieval network with sequence-to-interest EM routing
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0281275
Abstract: Vector-based retrieval have been widely adopted to process online users’ diverse interests for recommendations. However, most of them utilize a single vector to represent user multiple interests (UMI), inevitably impairing the accuracy and diversity of… read more here.
Keywords: network; sequence; retrieval; multi interest ... See more keywords