Applied AI · talk · 2021

AI-assisted address validation for NG911

An address analysis utility for NG911, built by Gistic Research and TSSW, that parses and standardizes addresses with AI and NLP engines, then geocodes and spatially validates them in one pass. I built the Python tool that runs it inside ArcGIS Pro and helped train the parser models.

Organization
Gistic Research, Inc.
Presented
AGIC Symposium 2021
Year
2021

Results

  • Presented at AGIC 2021 with Howard Ward (TSSW) and Bo Guo (Gistic Research).

My role

Built the Python tool that runs the parser inside ArcGIS Pro. Helped train the parser models.

Stack

  • Natural language processing
  • Model training
  • Address parsing
  • Geocoding
  • ArcGIS Pro
  • Python
Intelligent street address management (AGIC 2021)

NG911 depends on addresses that parse cleanly, match the road network and sit where they should. It catches address problems before they reach a 9-1-1 call.