Sparse User Check-in Venue Prediction By Exploring Latent Decision Contexts From Location-Based Social Networks
IEEE Transactions on Big Data(2021)
摘要
The proliferation of online Location-Based Social Networks (LBSN) has offered unprecedented opportunities for understanding fine-grained spatio-temporal behaviors of users and developing new location-aware applications. In this article, we focus on the problem of “Sparse User Check-in Venue Prediction,” where the goal is to predict the next venue LBSN users will visit by exploiting their sparse on...
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关键词
Predictive models,Hidden Markov models,Adaptation models,Context modeling,Probabilistic logic,Semantics,Analytical models
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