Exploring Behavior Patterns for Next-POI Recommendation via Graph Self-Supervised Learning

Exploring Behavior Patterns for Next-POI Recommendation via Graph Self-Supervised Learning

Next-point-of-interest (POI) recommendation is a crucial part of location-based social applications. Existing works have attempted to learn behavior representation through a sequence model combined with spatial-temporal-interval context. However, these approaches ignore the impact of implicit behavi...

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Bibliographic Details
Main Authors: Daocheng Wang, Chao Chen, Chong Di, Minglei Shu
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Electronics
Subjects:
graph self-supervised learning
contrastive learning
implicit behavior pattern
self-attention
next POI recommendation
Online Access:https://www.mdpi.com/2079-9292/12/8/1939

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https://www.mdpi.com/2079-9292/12/8/1939

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