DualGNN: Dual Graph Neural Network for Multimedia Recommendation

One of the important factors affecting micro-video recommender systems is to model the multi-modal user preference on the micro-video. Despite the remarkable performance of prior arts, they are still limited by fusing the user preference derived from different modalities in a unified manner, ignorin...

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Vydané v:	IEEE transactions on multimedia Ročník 25; s. 1074 - 1084
Hlavní autori:	Wang, Qifan, Wei, Yinwei, Yin, Jianhua, Wu, Jianlong, Song, Xuemeng, Nie, Liqiang
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Piscataway IEEE 2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Acoustics graph neural network Graph neural networks Learning Micro-video recommender systems Modules multi-modal fusion Multimedia Neural networks Preferences Recommender systems Representation learning Representations Task analysis Video Videos Visualization
ISSN:	1520-9210, 1941-0077
On-line prístup:	Získať plný text
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