Large-scale validation and analysis of interleaved search evaluation

  title={Large-scale validation and analysis of interleaved search evaluation},
  author={Olivier Chapelle and Thorsten Joachims and Filip Radlinski and Yisong Yue},
  journal={ACM Trans. Inf. Syst.},
Interleaving is an increasingly popular technique for evaluating information retrieval systems based on implicit user feedback. While a number of isolated studies have analyzed how this technique agrees with conventional offline evaluation approaches and other online techniques, a complete picture of its efficiency and effectiveness is still lacking. In this paper we extend and combine the body of empirical evidence regarding interleaving, and provide a comprehensive analysis of interleaving… CONTINUE READING
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