Hello, For anyone that's interested I've just put together an article on a Ruby implementation of Latent semantic analysis. It contains explanations, examples and code. There is also a gem to play around with. http://blog.josephwilk.net/ruby/latent-semantic-analysis-in-ruby.html -- Joseph Wilk http://blog.josephwilk.net