YouTube kicked off VidCon 2025 with a panel breaking down how to engage with the platform's algorithm and busting myths on video engagement. The discussion featured panelists Jenny Hoyos, a creator ...

Netflix in 2006 held an open competition to find the collaborative filtering algorithm that would best predict whether or not a user would like a particular film or TV show based on previous ratings.

One of the earliest such algorithms is known as collaborative filtering. In essence, the algorithm represents each customer as a vector of all items on sale. Each entry in the vector is positive ...

The CF-ALS algorithm is available in KNIME Analytics Platform via the Spark Collaborative Filtering Learner node. This node belongs in the platform’s Big Data Extension for Apache Spark. This ...

Facebook’s News Feed algorithms determine how we socialize. Netflix’s and Amazon’s collaborative filtering algorithms choose products and media for us. You hear it everywhere. “Google ...

All filtering algorithms operate on human input, and some are much more reliant on humans than others. Web search engines look at the links between pages, links that were put there by people.

Collaborative filtering works to generate recommendations, but those recommendations leave certain users at a disadvantage. Beyond that, Berman says these algorithms simply don't work for most people.