BiLSTCAN: A Novel SRS-Based Bidirectional Long Short-Term Capsule Attention Network for Dynamic User Preference and Next-Item Recommendation
Nikorn Kannikaklang,
Wachirawut Thamviset,
Sartra Wongthanavasu
Abstract:Numerous research efforts are endeavoring to boost the performance of dynamic user preferences and next-item recommendations, which are pivotal tasks within sequential recommender systems. It is a challenging research problem in recommender systems. However, the majority of research faces notable hurdles, especially the limitation of unidirectional methods, which can solely be executed in the forward direction. In this paper, we propose a novel sequential recommender system-based bidirectional long short-term … Show more
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