Tag: Human Mobility and Location-Based Analysis

Event-aware model predicts cross-city visitor flows
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in Data science
What the study found An event-aware machine learning model using large language models (LLMs, systems that analyze text) and social media data was able to predict cross-city visitor flows. In the Hong Kong case study, the model achieved a testing R-squared of over 85% for daily flows of Chinese Mainland visitors. Why the authors say…
Chongqing villages show different dominant functions by day
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in Regional science
Mobile phone data reveals how rural villages in Chongqing mountains shift between different functions on weekdays versus weekends, identifying four distinct village development types.

Event-aware model predicts cross-city visitor flows