Twitter, Twinder, Twitcident: Filtering and Search in Social Web Streams

Recommending job ads to people

Carrots for Couch Potatoes: Improving recommendations by motivating the crowd

What's wrong with Recruiter-John? A non-trivial recommender challenge.

Machine Learning for Recommender Systems in the Job Market

We know where you should work next summer: job recommendations