Automatic Document Classification: Natural Language Processing, Statistical Analysis, and Expert System Techniques used together.
M. J. Blosseville, Georges Hébrail, M. G. Monteil, N. Pénot:
Automatic Document Classification: Natural Language Processing, Statistical Analysis, and Expert System Techniques used together.
SIGIR 1992: 51-58@inproceedings{DBLP:conf/sigir/BlossevilleHMP92,
author = {M. J. Blosseville and
Georges H{\'e}brail and
M. G. Monteil and
N. P{\'e}not},
editor = {Nicholas J. Belkin and
Peter Ingwersen and
Annelise Mark Pejtersen},
title = {Automatic Document Classification: Natural Language Processing,
Statistical Analysis, and Expert System Techniques used together},
booktitle = {Proceedings of the 15th Annual International ACM SIGIR Conference
on Research and Development in Information Retrieval. Copenhagen,
Denmark, June 21-24, 1992},
publisher = {ACM},
year = {1992},
isbn = {0-89791-523-2},
pages = {51-58},
ee = {db/conf/sigir/BlossevilleHMP92.html},
crossref = {DBLP:conf/sigir/92},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
BibTeX
Abstract
In this paper we describe an automated method of classifying research project descriptions: a human
expert classifies a sample set of projects into a set of disjoint and pre-defined classes, and then the
computer learns from this sample how to classify new projects into these classes. Both textual and
non-textual information associated with the projects are used in the learning and classification
phases. Textual information is processed by two methods of analysis: a natural language analysis
followed by a statistical analysis. Non-textual information is processed by a symbolic learning
technique. We present the results of some experiments done on real data: two different
classifications of our research projects.
Copyright © 1992 by the ACM,
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BibTeX
Printed Edition
Nicholas J. Belkin, Peter Ingwersen, Annelise Mark Pejtersen (Eds.):
Proceedings of the 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Copenhagen, Denmark, June 21-24, 1992.
ACM 1992, ISBN 0-89791-523-2
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