Construct · 1 fields · 1 citations

one-class collaborative filtering: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Recommender systems

the recommendation setting in which only positive interactions are observed, so missing entries mix true negatives with unseen positives.

In recommender systems, one-class collaborative filtering refers to the recommendation setting in which only positive interactions are observed, so missing entries mix true negatives with unseen positives. This meaning comes from Pan (2008) in 2008 Eighth IEEE International Conference on Data Mining.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how one-class collaborative filtering sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

collaborative filtering1 fields · 1 citationsanchor · a standalone construct filtering1 fields · 1 citationsanchor · one word, several carriers mine2 fields · 2 citationsjingle · one word, two constructs

References

Pan, R., Zhou, Y., Cao, B., Liu, N. N., Lukose, R., Scholz, M., & Yang, Q. (2008). One-Class Collaborative Filtering. 2008 Eighth IEEE International Conference on Data Mining. https://doi.org/10.1109/icdm.2008.16

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct