/Human-Mobility-Analysis

A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination prediction, travel spatiotemporal and semantic features calculations (e.g., entropy, radius of gyration, motif ratio, travel rhythm, etc), driving characters and dispositions.

Primary LanguageJavaScript

Human-Mobility-Analysis

A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination prediction, travel spatiotemporal and semantic features calculations (e.g., entropy, radius of gyration, motif ratio, travel rhythm, etc), driving characters and dispositions.

Folder structure:
  -Driver Personality Analysis
  -Location Sequence Prediction
    --Code
      ---Model_1
      ...
      ---Model_n
    --Sample Data 

    --Documents
    --Publications
    --Web Visualization Components
  -Next Location Prediction
  -Travel Feature Analysis