GALLOP: GlobAL Feature Fused LOcation Prediction for Different Check-in Scenarios.

Yuxing Han,Junjie Yao,Xuemin Lin,Liping Wang

IEEE Transactions on Knowledge and Data Engineering（2017）

引用 5|浏览22

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摘要

Location prediction is widely used to forecast users' next place to visit based on his/her mobility logs. It is an essential problem in location data processing, invaluable for surveillance, business, and personal applications. It is very challenging due to the sparsity issues of check-in data. An often ignored problem in recent studies is the variety across different check-in scenarios, which is ...

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关键词

Collaboration,Feature extraction,Trajectory,Prediction methods,Context,Business,Data processing

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