“Real Artists Ship”

Colin Johnson’s blog


Machine Learning with Context (1)

Two interesting machine learning/AI challenges (emerging from a chat with my former PhD student Lawrence Beadle yesterday):

  1. Devise a system for automatically doing substitutions in online grocery shopping, including the case which recognises that substituting a Manchester City-themed birthday cake is not an adequate substitution for a Manchester United-themed birthday cake, despite them both being birthday cakes, of the same weight, same price, and both having the word “Manchester” in the name.
  2. Devise a forecasting system that will not predict that demand for turkeys will be enormous on December 27th, or flowers on February 15th.

Both of these need some notion of context, and perhaps even explanation.

Leave a Reply