filtering

Definition

Selecting what to keep and discarding the rest. In recommender systems it is inherited from the phrase collaborative filtering, where the system narrows a huge catalogue to the few items a user might want; in data pipelines it names the quality-control stage that removes low-value or harmful documents before training, which has turned out to matter as much as scale. A third, unrelated sense comes from signal processing, as in Kalman filtering.