Shukun Zhou

Intelligent Traffic Big Data Mining and Prediction Model Considering Spatiotemporal Characteristics of Traffic Flow

This study identifies and quantifies traffic flow spatiotemporal characteristics to establish a targeted quantitative indicator system and designs a full-process big data mining framework to complete multi-source data preprocessing and spatiotemporal correlation feature extraction, constructing a traffic flow prediction model that integrates spatiotemporal characteristics.