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Analyzing the data of different subject fields using the procedures of the JSM method for automatic hypothesis generation

Analyzing the data of different subject fields using the procedures of the JSM method for... This paper presents the results of computer experiments on fact bases of different subject fields, viz., pharmacology and medical diagnostics. The procedures of the JSM method for automatic hypothesis generation, including the simple similarity method, prohibition of (±)-contrary instances, singularity of (+) causes, difference method, joint similarity-difference method, and the method of residues, are applied to the data. The comparative analysis of different strategies is carried out. The paper also demonstrates an important cause-effect dependence that was revealed using oncological data, viz., the relationship between the S100 protein and the lifespan of patients with melanoma. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Automatic Documentation and Mathematical Linguistics Springer Journals

Analyzing the data of different subject fields using the procedures of the JSM method for automatic hypothesis generation

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Publisher
Springer Journals
Copyright
Copyright © 2011 by Allerton Press, Inc.
Subject
Computer Science; Information Storage and Retrieval
ISSN
0005-1055
eISSN
1934-8371
DOI
10.3103/S0005105511030071
Publisher site
See Article on Publisher Site

Abstract

This paper presents the results of computer experiments on fact bases of different subject fields, viz., pharmacology and medical diagnostics. The procedures of the JSM method for automatic hypothesis generation, including the simple similarity method, prohibition of (±)-contrary instances, singularity of (+) causes, difference method, joint similarity-difference method, and the method of residues, are applied to the data. The comparative analysis of different strategies is carried out. The paper also demonstrates an important cause-effect dependence that was revealed using oncological data, viz., the relationship between the S100 protein and the lifespan of patients with melanoma.

Journal

Automatic Documentation and Mathematical LinguisticsSpringer Journals

Published: Jul 27, 2011

References