Exploring Commercial Gentrification using Instagram Data
This paper proposes a novel method to estimate the status and progression of commercial gentrification in a target area using Instagram data by analyzing social features from images and texts, defining gentrification phases based on urban studies, and employing regression models for phase prediction, showing promising results for use by urban planners and policymakers.
Dec 7, 2020
Discovering Daily POI Exploitation Using LTE Cell Tower Access Traces in Urban Environment
This paper demonstrates that LTE cell tower access trace data can reveal the types of Points of Interest (POIs) in an area and introduces a daily POI exploitation discovery scheme to analyze how POIs are used daily, offering valuable insights for urban planning and tourism services.
Oct 7, 2020