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Multi-armed bandits for adjudicating documents in pooling-based evaluation of information retrieval systems

  • Published:2017-09 Issue:5 Volume:53 Page:1005-1025
  • ISSN:0306-4573
  • Container-title:Information Processing & Management
  • language:en
  • Short-container-title:Information Processing & Management

Author:

Losada David E.,Parapar Javier,Barreiro Alvaro

Funder

European Regional Development Fund

Publisher

Elsevier BV

Subject

Library and Information Sciences,Management Science and Operations Research,Computer Science Applications,Media Technology,Information Systems

Reference53 articles.

1. Sample mean based index policies with o(log n) regret for the multiarmed bandit problem;Agrawal;Advances in Applied Probability,1995

2. Analysis of thompson sampling for the multi-armed bandit problem;Agrawal;CoRR,2011

3. Models for metasearch;Aslam,2001

4. A unified model for metasearch, pooling, and system evaluation;Aslam,2003

5. A statistical method for system evaluation using incomplete judgments;Aslam,2006

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