Inferring Query Performance Using Pre-retrieval Predictors

作者: Ben He , Iadh Ounis

DOI: 10.1007/978-3-540-30213-1_5

关键词:

摘要: The prediction of query performance is an interesting and important issue in Information Retrieval (IR). Current predictors involve the use relevance scores, which are time-consuming to compute. Therefore, current not very suitable for practical applications. In this paper, we study a set performance, can be generated prior retrieval process. linear non-parametric correlations with thoroughly assessed on TREC disk4 disk5 (minus CR) collections. According results, some proposed have significant correlation showing that these useful infer

参考文章(19)
Fidel Cacheda, Iadh Ounis, Vassilis Plachouras, Cornelis Joost van Rijsbergen, University of Glasgow at the Web Track: Dynamic Application of Hyperlink Analysis using the Query Scope. text retrieval conference. pp. 646- 652 ,(2003)
Mike Gatford, Micheline Hancock-Beaulieu, Susan Jones, Stephen E. Robertson, Steve Walker, Okapi at TREC text retrieval conference. pp. 109- 123 ,(1994)
Iadh Ounis, Ben He, A query-based pre-retrieval model selection approach to information retrieval RIAO '04 Coupling approaches, coupling media and coupling languages for information retrieval. pp. 706- 719 ,(2004)
Giambattista Amati, Claudio Carpineto, Giovanni Romano, Query Difficulty, Robustness, and Selective Application of Query Expansion Lecture Notes in Computer Science. pp. 127- 137 ,(2004) , 10.1007/978-3-540-24752-4_10
James Allan, Lisa Ballesteros, James P. Callan, W. B. Croft, Zhihong Lu, Recent experiments with INQUERY text retrieval conference. pp. 49- 63 ,(1995) , 10.21236/ADA470554
Kalervo Järvelin, Ari Pirkola, Employing the resolution power of search keys Journal of the Association for Information Science and Technology. ,vol. 52, pp. 575- 583 ,(2001) , 10.1002/ASI.1106.ABS
Ben HE, Iadh Ounis, A study of parameter tuning for term frequency normalization conference on information and knowledge management. pp. 10- 16 ,(2003) , 10.1145/956863.956867
Steve Cronen-Townsend, Yun Zhou, W. Bruce Croft, Predicting query performance Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02. pp. 299- 306 ,(2002) , 10.1145/564376.564429
Jay M. Ponte, W. Bruce Croft, A language modeling approach to information retrieval international acm sigir conference on research and development in information retrieval. ,vol. 51, pp. 275- 281 ,(1998) , 10.1145/3130348.3130368
Fei Song, W. Bruce Croft, A general language model for information retrieval (poster abstract) international acm sigir conference on research and development in information retrieval. pp. 279- 280 ,(1999) , 10.1145/312624.312698