MBSCL-Net: Multi-Branch Spectral Network and Contrastive Learning for Next-Point-of-Interest Recommendation

Next-point-of-interest (POI) recommendation aims to model user preferences based on historical information to predict future mobility behavior, which has significant application value in fields such as urban planning, traffic management, and optimizing business decisions. However, existing methods o...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Sucheng Wang, Jinlai Zhang, Tao Zeng
Format:	Article
Language:	English
Published:	MDPI AG 2025-09-01
Subjects:	next POI recommendation attention mechanism Fourier transform contrastive learning
Online Access:	https://www.mdpi.com/1424-8220/25/18/5613