A Spatiotemporal Dilated Convolutional Generative Network for Point-Of-Interest Recommendation

A Spatiotemporal Dilated Convolutional Generative Network for Point-Of-Interest Recommendation

With the growing popularity of location-based social media applications, point-of-interest (POI) recommendation has become important in recent years. Several techniques, especially the collaborative filtering (CF), Markov chain (MC), and recurrent neural network (RNN) based methods, have been recent...

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Bibliographic Details
Main Authors: Chunyang Liu, Jiping Liu, Shenghua Xu, Jian Wang, Chao Liu, Tianyang Chen, Tao Jiang
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:ISPRS International Journal of Geo-Information
Subjects:
point-of-interest recommendation
dilated causal convolution
residual block
spatial preference
temporal preference
Online Access:https://www.mdpi.com/2220-9964/9/2/113

Internet

https://www.mdpi.com/2220-9964/9/2/113

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