Construct · 1 fields · 1 citations

information cocoon: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed
informationcocoon1 CONSTRUCTInformation cocoonPIAO · RECOMMENDER SYSTEMS

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

Recommender systems

a state in which a user's exposure narrows to a limited range of content through feedback between the user and an adaptive recommender.

In recommender systems, information cocoon refers to a state in which a user's exposure narrows to a limited range of content through feedback between the user and an adaptive recommender. This meaning comes from Piao (2023) in Nature Machine Intelligence.[1]

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Nearby constructs

exposure6 fields · 13 citationsjingle · one name, six constructsfeedback4 fields · 5 citationsjingle · one word, four constructsinformation4 fields · 5 citationsjingle · one word, four constructs

References

  1. Piao, J., Liu, J., Zhang, F., Su, J., & Li, Y. (2023). Human–AI adaptive dynamics drives the emergence of information cocoons. Nature Machine Intelligence, 5(11), 1214-1224. https://doi.org/10.1038/s42256-023-00731-4

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