A BiLSTM-attention-based point-of-interest recommendation algorithm

A BiLSTM-attention-based point-of-interest recommendation algorithm

Aiming at the problem that users’ check-in interest preferences in social networks have complex time dependences, which leads to inaccurate point-of-interest (POI) recommendations, a location-based POI recommendation model using deep learning for social network big data is proposed. First, the origi...

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Bibliographic Details
Main Authors: Li Aichuan, Liu Fuzhi
Format: Article
Language:English
Published: De Gruyter 2023-10-01
Series:Journal of Intelligent Systems
Subjects:
location-based social networks
big data
deep learning
poi recommendation
embedding layer
bidirectional long short-term memory network
self-attention mechanism
Online Access:https://doi.org/10.1515/jisys-2023-0033

Internet

https://doi.org/10.1515/jisys-2023-0033

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