New research shows that understanding users' intentions—rather than simply increasing data volume—can improve the suggestions generated by YouTube's "black box" algorithms.

Four years ago, my team set an ambitious goal: build the smartest recommendation platform on the market. Since then, our algorithms have empowered companies of all kinds to provide tailored product ...