Improving Location Prediction by Exploring Spatial-Temporal-Social Ties

As there is great differences of movement patterns and social correlation between weekdays and weekends, we propose a fallback social-temporal-hierarchic Markov model (FSTHM) to predict individual’s future location. The division of weekdays and weekends is used to decompose the original state of tra...

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Bibliographic Details
Main Authors: Li Wen, Xia Shi-xiong, Liu Feng, Zhang Lei
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/151803