Matrix Models of Texts: Interpretation and Experimental Verification

— This article considers interpretation of matrix models of texts and models of text collections based on them. Examples of computationally generated models of text collections are presented to demonstrate the high quality of the modeling results and practical applicability of the proposed approache...

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Bibliographic Details
Published in:	Mathematical models and computer simulations Vol. 13; no. 2; pp. 195 - 209
Main Authors:	Kreines, M. G., Kreines, E. M.
Format:	Journal Article
Language:	English
Published:	Moscow Pleiades Publishing 01-03-2021 Springer Nature B.V
Subjects:	Mathematical Modeling and Industrial Mathematics Mathematics Mathematics and Statistics Simulation and Modeling Texts Unstructured data Verification information retrieval and analysis models of text documents model verification texts in natural languages collections of text documents
Online Access:	Get full text
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Summary:	— This article considers interpretation of matrix models of texts and models of text collections based on them. Examples of computationally generated models of text collections are presented to demonstrate the high quality of the modeling results and practical applicability of the proposed approaches. An original method of the experimental verification of the text models’ applicability to problems of semantic search and analysis of unstructured textual information is described; the results of a corresponding large-scale experiment are presented.
ISSN:	2070-0482 2070-0490
DOI:	10.1134/S2070048221020095