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An experience design perspective on recommenders: There is a tradeoff between serving come-and-go users vs. encouraging deeper interaction/engagement!
Better understanding of the trade-off between efficiency vs. engagement can help design a better recommender user experience!
Cycling and serpentining top-N recommendation lists have benefits (higher engagement) but also costs (negative perception)!
More work combining algorithms and user experience is needed!