Construct · 1 fields · 1 citations

degenerate feedback loop: a standalone construct

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

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

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Recommender systems

the self-reinforcing narrowing of what a recommender shows, as its predictions shape the user feedback that is then used to retrain it.

In recommender systems, degenerate feedback loop refers to the self-reinforcing narrowing of what a recommender shows, as its predictions shape the user feedback that is then used to retrain it. This meaning comes from Jiang (2019) in Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society.[1]

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Nearby constructs

feedback4 fields · 5 citationsjingle · one word, four constructs loop4 fields · 9 citationsjingle · one word, four constructs recommender systems1 fields · 1 citationsanchor · a standalone construct

References

Jiang, R., Chiappa, S., Lattimore, T., György, A., & Kohli, P. (2019). Degenerate Feedback Loops in Recommender Systems. Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society. https://doi.org/10.1145/3306618.3314288

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