Joseph A. Konstan
3 papers in the PaperMetrix corpus
Papers by this author
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An Algorithmic Framework for Performing Collaborative Filtering
2017 · ACM SIGIR Forum
column Share on An Algorithmic Framework for Performing Collaborative Filtering Authors: Jonathan L. Herlocker University of Minnesota University of MinnesotaView Profile , Joseph A. Konstan University of Minnesota University of MinnesotaView Profile , Al Borchers …
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The MovieLens Datasets
2015 · ACM Transactions on Interactive Intelligent Systems
The MovieLens datasets are widely used in education, research, and industry. They are downloaded hundreds of thousands of times each year, reflecting their use in popular press programming books, traditional and online courses, and software. …
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Investigating serendipity in recommender systems based on real user feedback
2018
Over the past several years, research in recommender systems has emphasized the importance of serendipity, but there is still no consensus on the definition of this concept and whether serendipitous items should be recommended is …