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Analyse des critères d'évaluation des systèmes de recherche d'information
- Source :
- Revue des Sciences et Technologies de l'Information-Série TSI : Technique et Science Informatiques, Revue des Sciences et Technologies de l'Information-Série TSI : Technique et Science Informatiques, Lavoisier, 2010, 29 (3), pp.289-308. ⟨10.3166/tsi.29.289-308⟩, Revue des Sciences et Technologies de l'Information-Série TSI : Technique et Science Informatiques, 2010, 29 (3), pp.289-308. ⟨10.3166/tsi.29.289-308⟩
- Publication Year :
- 2010
- Publisher :
- HAL CCSD, 2010.
-
Abstract
- Evaluating information retrieval implies a document collection on which search is carried out, a set of test queries and the lists of the relevant documents for each query. This evaluation framework also includes evaluation measures making it possible to control the impact of search parameters on the performance. Trec-eval calculates a large number of measures, some being used more widely, like the mean average precision or recall-precision curves. The aim of this paper is to choose the minimal set of measures necessary to compare different information retrieval systems. In this paper, we present the study we carried out on relationships between 27 measures among the most used in the literature. We show that a set of 7 measures is enough to represent 27 studied measures: ircl_prn.80, MAP, ircl_pr.20, recip_rank, P15, exact_precision, and exact_recall.
- Subjects :
- 0303 health sciences
Information retrieval
Computer science
05 social sciences
Control (management)
Rank (computer programming)
computer.software_genre
Set (abstract data type)
03 medical and health sciences
Database query
[INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]
Information system
Statistical analysis
Data mining
0509 other social sciences
Document retrieval
050904 information & library sciences
computer
ComputingMilieux_MISCELLANEOUS
030304 developmental biology
Subjects
Details
- Language :
- French
- ISSN :
- 07524072 and 21165920
- Database :
- OpenAIRE
- Journal :
- Revue des Sciences et Technologies de l'Information-Série TSI : Technique et Science Informatiques, Revue des Sciences et Technologies de l'Information-Série TSI : Technique et Science Informatiques, Lavoisier, 2010, 29 (3), pp.289-308. ⟨10.3166/tsi.29.289-308⟩, Revue des Sciences et Technologies de l'Information-Série TSI : Technique et Science Informatiques, 2010, 29 (3), pp.289-308. ⟨10.3166/tsi.29.289-308⟩
- Accession number :
- edsair.doi.dedup.....7bd73b20bf82044ea32bfbbdffe5ead9