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How algorithmic confounding in recommendation systems increases homogeneity and decreases utility.
Allison J. B. Chaney
Brandon M. Stewart
Barbara E. Engelhardt
Published in:
RecSys (2018)
Keyphrases
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recommendation systems
collaborative filtering
user preferences
recommender systems
utility function
web search
social recommendation
user feedback
search engine
user modeling
collaborative filtering recommendation algorithm
recommendation algorithms
information retrieval
keywords
user interface
user similarity