Treffer: Probabilistic retrieval in the TIPSTER collections: an application of staged logistic regression
Title:
Probabilistic retrieval in the TIPSTER collections: an application of staged logistic regression
Authors:
Source:
TREC-1: Text Retrieval ConferenceNIST special publication. (500207):73-88
Publisher Information:
Gaithersburg, MD: National Institute of Standards and Technology, 1993.
Publication Year:
1993
Physical Description:
print, 22 ref
Original Material:
INIST-CNRS
Subject Terms:
Science technology, industry, Sciences et technologies, industries, Sciences exactes et technologie, Exact sciences and technology, Sciences et techniques communes, Sciences and techniques of general use, Sciences de l'information. Documentation, Information science. Documentation, Systèmes de recherche d'informations. Système de gestion documentaire et d'information, Information retrieval systems. Information and document management system, Systèmes de recherche d'information, Information retrieval systems, Sciences de l'information et de la communication, Information and communication sciences, Système de recherche documentaire. Système de gestion documentaire et d'information, Informatique documentaire, Documentation data processing, Información documental, Recherche développement, Research and development, Investigación desarrollo, Analyse régression, Regression analysis, Análisis regresión, Apprentissage, Learning, Aprendizaje, Essai, Test, Ensayo, Indexation automatique, Automatic indexing, Indización automática, Modèle probabiliste, Probabilistic model, Modelo probabilista, Méthode statistique, Statistical method, Método estadístico, Prototype, Prototipo, Question documentaire, Query, Pregunta documental, Recherche documentaire, Document retrieval, Recuperación documental, Rétroaction, Feedback regulation, Retroacción, Texte, Text, Texto, Staged Logistic Regression(SLR), TIPSTER, Traitement question, Question processing
Document Type:
Konferenz
Conference Paper
File Description:
text
Language:
English
Author Affiliations:
Univ. California, SLIS, Berkeley CA 94720, United States
ISSN:
1048-776X
Rights:
Copyright 1994 INIST-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Notes:
Sciences of information and communication. Documentation
FRANCIS
FRANCIS
Accession Number:
edscal.3772381
Database:
PASCAL Archive
Weitere Informationen
In this experiment of the TIPSTER test collections were used as a vehicle for evaluationg an approach the probabilistic retrieval for full-text documents. The methodology in question, called «staged logistic regression», involves two or more stages of logistic regression analysis of a learning sample of relevance judgements. The regression equations were implemented as retrieval rules in an experimental prototype system obtained by modifying the SMART retrieval system.