Construct · 1 fields · 1 citations

overspecialization problem: a standalone construct

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

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overspecializationproblem1 CONSTRUCTOverspecializationADOMAVICIUS · RECOMMENDER

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Recommender systems

the limitation of content-based recommenders that only suggest items very similar to those a user already rated, missing anything different.

In recommender systems, overspecialization problem refers to the limitation of content-based recommenders that only suggest items very similar to those a user already rated, missing anything different. This meaning comes from Adomavicius (2005) in IEEE Transactions on Knowledge and Data Engineering.[1]

Unit
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Nearby constructs

knowledge6 fields · 12 citationsjingle · one name, six constructsrecommender systems1 fields · 1 citationsanchor · a standalone construct

References

  1. Adomavicius, G., & Tuzhilin, A. (2005). Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 17(6), 734-749. https://doi.org/10.1109/tkde.2005.99

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