Understanding the role of latent feature diversification on choice difficulty and satisfaction
User Model. User-Adapt. Interact., Volume 26, Issue 4, 2016, Pages 347-389.
Recommender systemsDiversificationMatrix factorizationUser experienceUser-centric evaluationMore(3+)
People like variety and often prefer to choose from large item sets. However, large sets can cause a phenomenon called “choice overload”: they are more difficult to choose from, and as a result decision makers are less satisfied with their choices. It has been argued that choice overload occurs because large sets contain more similar item...More
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