~/talk

Exposing human trafficking networks with AI

Talkat Data Con LA 2021 · 2021-09-17..09-19· [machine-learning, data-visualization]
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slides:none on file

Accenture’s Artemis combines neural networks for real‑time predator detection with NLP on Yelp and RubMap reviews, license and adverse‑filing data to produce a 0–1 risk score per massage business. A Florida pilot analyzes 3,500 of ~22,700 businesses and flags ~465 (10–13%) as high risk; insights help prioritize investigations and already contribute to at least three closures in California. System functions as a predicate engine, emphasizes transparent, auditable scoring, and requires human validation before enforcement.

AI-written summary · about

  1. 0:00Introduction
  2. 2:16What is human trafficking
  3. 4:05Human trafficking is a business
  4. 6:59The speed of government
  5. 8:36Human trafficking
  6. 12:20Supply chain
  7. 17:19Illicit massage
  8. 18:15Problem solving
  9. 21:33Digital footprint
  10. 24:35Risk classification
  11. 28:10How can people help
  12. 30:08Collaborations
  13. 31:44Human intervention
  14. 32:41Equity issues
  15. 35:53Closing remarks
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