MobHet: Predicting human mobility using heterogeneous data sources.

Computer Communications(2016)

引用 40|浏览32
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摘要
•We propose MobHet, a new family of data-driven models for human mobility prediction.•MobHet exploits region popularity, inter-region transitions and user contacts.•MobHet is evaluated in various scenarios of homogeneous and heterogeneous data.•Evaluation uses large real-world datasets of mobile phone calls and tweets.•Results attest MobHet effectiveness when compared to single-source baseline models.
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关键词
Human mobility prediction,Georeferenced data,Mobile phone data
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