Use oneAPI to Predict Anonymous Web Visitor Behavior

Identify which anonymous visitor is likely to spend money on your website. This presentation from SiteMana shows:

  • A production example of how to use Intel oneAPI to train and inference purchasing behaviors at scale for anonymous website visitors.
  • A production-ready demo that predicts a visitor purchase intent via the oneAPI Regression Usage Model. The model uses a regression stump to perform inferencing in real time via daal4py using the scikit-learn* library. Optimization is based on score changes in the anonymous visitor behavior, product, store, and channel engagement data for continuous improvement.


Peter Ma is cofounder at SiteMana, an AI company that predicts anonymous visitor purchasing intent. He is also an Intel® Software Innovator, TED speaker, and Techstars alumni.