Twitter Recommendations by @alpa by Marti Hearst.
From the post:
Alpa Jain has great experience teaching from her time as a graduate student at Columbia University, and it shows in the clarity of her descriptions of SVD and other recommendation algorithms in today’s lecture:
Would you incorporate recommendation algorithms into a topic map authoring solution?