Latent Activity Trajectory (LAT)
2024-08-29 13:51:10
https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/funcZone_TKDE_Zheng.pdf
Specifically, we introduce the concept of Latent Activity Trajectory (LAT), which captures socioeconomic activities conducted by citizens at different locations in a chronological order. Later, we segment an urban area into disjointed regions according to major roads, such as highways and urban expressways. We have developed a topic-modelingbased approach to cluster the segmented regions into functional zones leveraging mobility and location semantics mined from LAT.
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