Models & Optimisation and Mathematical Analysis Journal
Volume 7, Numéro 1, Pages 10-15
2019-12-24

Automatic Control Of Multiple Pseudo- Relevance Feedback Pass



Authors : Mokhtari Chakir . Debakla Mohammed . Meftah Boudjelal .

Abstract

Automatic query expansion (AQE) based on Pseudo Relevance Feedback (PRF) is a useful technique for enhancing the effectiveness of information retrieval systems. In this article, we propose the study of the behavior of a set of features based on the query and the set of feedback documents in the aim to control automatically the convergence of the query expansion process to the pertinent set of documents. It is a new look for which is commonly known in IR community as prediction of query performance or query ambiguity. The results obtained show that is very interesting to use these features as good predictors for any PRF methods. Index Terms— Information retrieval, Automatic query expansion, pseudo-relevance feedback, query performance.

Keywords

Information retrieval ; Automatic query expansion ; pseudo-relevance feedback ; query performance

Les articles similaires

Les Facteurs Prédictifs De Thrombose Au Cours De La Procédure D’autogreffe De Cellules Souches Au Cours Du Myélome Multiple (mm): Expérience De L’ehu Oran. Risque De Thrombose Et Autogreffe Des Cellules Souches Au Cours Du Myélome Multiple. Predictive Factors Of Thrombosis During Autologous Stem Cell Transplantation In Multiple Myeloma: Experience From Ehu Oran. Risk Of Thrombosis And Autologous Stem Cell Transplantation In Multiple Myeloma.

Bekadja Mohamed-amine .  Mansour Belkacem .  Ouldjeriouat Hafida .  Entasoltan Badra .  Osmani Soufi .  Amani Kamila .  Bouchama Samira .  Charef Leila .  Brahimi Mohamed .  Arabi Abdessamed .  Bouhass Rachid Amar .  Yafour Nabil . 
pages 747-754.

Progress In Motor Learning Through Augmented Feedback (video Feedback From A Model And Video Feedback From Its Own Realization), The Case Of The Long Jump Technics.

Chettouh Farid .  Hadji Abderrahmene .  Bougandoura Fares . 
pages 253-277.

Arabic Language Automatic Processing For Generating Automatic Translatisn To French

Laskri Mohamed Tayeb . 
pages 21-26.

Automatic And Semi-automatic Counting Of Palm Trees From Remote Sensing Images With Very High Spatial Resolution

Kherroub Khoudir .  Hong Shu . 
pages 54-64.

Form-based Feedback Versus Content-based Feedback For Efl Learners' Academic Writing Development: Learners' Perspectives And Preferences

Zidani Soraya .  Bahloul Amel . 
pages 341-358.

Formats de citation