A Large-Scale System Evaluation on Component-Level

作者: Jens Kürsten , Maximilian Eibl

DOI: 10.1007/978-3-642-20161-5_69

关键词: Baseline (configuration management)Set (abstract data type)System evaluationText corpusComputer scienceComponent (UML)Data miningScale (map)

摘要: This article describes a large-scale empirical evaluation across different types of English text collections. We ran about 140,000 experiments and analyzed the results on system component-level to find out if we can select configurations that perform reliable specific corpora. To our own surprise observed set configuration parameters achieved 95% optimal average MAP all conclude this could be used as baseline reference for new IR approaches

参考文章(17)
John Yiannis, Adam Cannane, Justin Zobel, Bodo Billerbeck, Nicholas Lester, William Webber, Abhijit Chattaraj, Hugh E. Williams, RMIT University at TREC 2004 text retrieval conference. ,(2004)
I Ounis, C. Lioma, V. Plachouras, C. Macdonald, Research directions in Terrier: a search engine for advanced retrieval on the Web ,(2007)
James P. Callan, Paul Ogilvie, Experiments Using the Lemur Toolkit. text retrieval conference. pp. 103- 108 ,(2001)
Hinrich Schütze, Christopher D. Manning, Prabhakar Raghavan, Introduction to Information Retrieval ,(2005)
Giambattista Amati, Frequentist and Bayesian Approach to Information Retrieval Lecture Notes in Computer Science. pp. 13- 24 ,(2006) , 10.1007/11735106_3
M. Agosti, N. Ferro, C. Peters, A. Smeaton, M. de Rijke, Multilingual and Multimodal Information Access Evaluation ,(2011)
Nicola Ferro, Donna Harman, CLEF 2009: Grid@CLEF Pilot Track Overview Lecture Notes in Computer Science. pp. 552- 565 ,(2010) , 10.1007/978-3-642-15754-7_68
Allan Hanbury, Henning Müller, Automated component-level evaluation: present and future cross language evaluation forum. pp. 124- 135 ,(2010) , 10.1007/978-3-642-15998-5_14
Marianne Lykke, Birger Larsen, Haakon Lund, Peter Ingwersen, Developing a Test Collection for the Evaluation of Integrated Search Lecture Notes in Computer Science. pp. 627- 630 ,(2010) , 10.1007/978-3-642-12275-0_63