Collaborative trajectory representation for enhanced next POI recommendation

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Jiankai Zuo, Yaying Zhang

Published: 2024, Last Modified: 23 Jul 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Capture collaborative signals from similar-minded users.•Joint semantic interactions of the trajectory.•Explicit spatiotemporal context-aware representation.•Dual-driven user preference matching to harmonize personalized with diversity.