Personalized Recommendation of Location-Based Services Using Spatio-Temporal-Aware Long and Short Term Neural Network

Personalized Recommendation of Location-Based Services Using Spatio-Temporal-Aware Long and Short Term Neural Network

User behavioral data are critical for predicting the next item in a recommendation system, which can be acquired by location-based services. However, existing approaches directly use latitude and longitude information, rather than fully exploitation of the location information. In order to better ut...

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Bibliographic Details
Main Authors: Xiaoshuang Sheng, Fan Wang, Yifan Zhu, Tengfei Liu, Huan Chen
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Neural network
recommendation system
deep learning
feature interactions
Online Access:https://ieeexplore.ieee.org/document/9754510/

Internet

https://ieeexplore.ieee.org/document/9754510/

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