Using Attributes Explicitly Reflecting User Preference in a Self-Attention Network for Next POI Recommendation

Using Attributes Explicitly Reflecting User Preference in a Self-Attention Network for Next POI Recommendation

With the popularity of location-based social networks such as Weibo and Twitter, there are many records of points of interest (POIs) showing when and where people have visited certain locations. From these records, next POI recommendation suggests the next POI that a target user might want to visit...

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Bibliographic Details
Main Authors: Ruijing Li, Jianzhong Guo, Chun Liu, Zheng Li, Shaoqing Zhang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:ISPRS International Journal of Geo-Information
Subjects:
self-attention
next POI recommendation
location-based social network
preference
POI filter
Online Access:https://www.mdpi.com/2220-9964/11/8/440

Internet

https://www.mdpi.com/2220-9964/11/8/440

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