Contrastive cross-domain sequential recommendation via emphasized intention features

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Ruoxin Ni, Weishan Cai, Yuncheng Jiang

Published: 2024, Last Modified: 13 May 2025Neural Networks 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A Gaussian distribution-based graph encoder strengthens cross-domain constraints.•A Top-down transformer is used to capture users’ authentic intentions.•An entropy loss is introduced to enhance contrastive learning.