Multi-Context Integrated Deep Neural Network Model for Next Location Prediction

Multi-Context Integrated Deep Neural Network Model for Next Location Prediction

The prediction of next location for users in location-based social networks has become an increasing significant requirement since it can benefit both users and business. However, existing methods lack an integrated analysis of sequence context, input contexts, and user preferences in a unified way,...

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Bibliographic Details
Main Authors: Jianxin Liao, Tongcun Liu, Meilian Liu, Jingyu Wang, Yulong Wang, Haifeng Sun
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Location-based social networks
next location prediction
deep neural network
sequence prediction
multi-context
Online Access:https://ieeexplore.ieee.org/document/8340154/

Internet

https://ieeexplore.ieee.org/document/8340154/

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