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Risk "Attention" or "Adventure": A Qualitative Study of Novelty and Familiarity in Music Listening
2018
ACM Conference on Recommender Systems
While recommendations systems have shown great improvements in generally predicting relevant items, they still face challenges in achieving the delicate balance between novel and familiar options. Existing works in pursuit to address the challenge have focused on the activity logs and algorithms while largely ignoring the userspeci c needs and challenges in the balance users seek between novelty and familiarity. As a result, the assumptions imposed on user actions based on activity logs are
dblp:conf/recsys/KumarRKT18
fatcat:efak6twzvzeybef4zoucylytse