Can I learn more about "ActiveLearning"?

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You could start by watching some of the videos from the early days of DiscoverText:

Jobs Versus Steve Jobs
http://www.screencast.com/t/gyN51cLN
 
Bloomberg Pilot
http://www.screencast.com/t/RgmiOc4dznE
 
Bloomberg Part 2
http://www.screencast.com/t/RgmiOc4dznE
 
Building a Social Sifter
http://www.screencast.com/t/kpnQ9kdYvS
 
These were some of the key moments early in the development of the software where we started to see how the application of our human coding and measurement tools to the text classification problem could yield promising machine-learning results.
 
 
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