Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation - RepSys '13
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A comparative analysis of offline and online evaluations and discussion of research paper recommender system evaluation

Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation - RepSys '13 ◽

10.1145/2532508.2532511 ◽

2013 ◽

Author(s):

Joeran Beel ◽

Marcel Genzmehr ◽

Stefan Langer ◽

Andreas Nürnberger ◽

Bela Gipp

Keyword(s):

Comparative Analysis ◽

Recommender System ◽

Research Paper ◽

System Evaluation

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Offline evaluation of recommender systems

Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation - RepSys '13 ◽

10.1145/2532508.2532509 ◽

2013 ◽

Author(s):

Mark Levy

Keyword(s):

Recommender Systems

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Research paper recommender system evaluation

Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation - RepSys '13 ◽

10.1145/2532508.2532512 ◽

2013 ◽

Author(s):

Joeran Beel ◽

Stefan Langer ◽

Marcel Genzmehr ◽

Bela Gipp ◽

Corinna Breitinger ◽

...

Keyword(s):

Recommender System ◽

Research Paper ◽

System Evaluation

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How to improve the statistical power of the 10-fold cross validation scheme in recommender systems

Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation - RepSys '13 ◽

10.1145/2532508.2532510 ◽

2013 ◽

Author(s):

Andrej Košir ◽

Ante Odić ◽

Marko Tkalčič

Keyword(s):

Recommender Systems ◽

Statistical Power ◽

Cross Validation ◽

Fold Cross Validation ◽

Validation Scheme

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Toward identification and adoption of best practices in algorithmic recommender systems research

Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation - RepSys '13 ◽

10.1145/2532508.2532513 ◽

2013 ◽

Author(s):

Joseph A. Konstan ◽

Gediminas Adomavicius

Keyword(s):

Best Practices ◽

Recommender Systems ◽

Systems Research

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