Item List Diversification Task

An Item List Diversification Task is a item reordering task that ...

• See: Diversity.

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References

2005

• (Ziegler et al., 2005) ⇒ Cai-Nicolas Ziegler, Sean M. McNee, Joseph A. Konstan, and Georg Lausen. (2005). “Improving Recommendation Lists through Topic Diversification.” In: Proceedings of the 14th International Conference on World Wide Web. ISBN:1-59593-046-9 doi:10.1145/1060745.1060754
  • QUOTE: In this work we present topic diversification, a novel method designed to balance and diversify personalized recommendation lists in order to reflect the user's complete spectrum of interests. Though being detrimental to average accuracy, we show that our method improves user satisfaction with recommendation lists, in particular for lists generated using the common item-based collaborative filtering algorithm.

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