Matrix Models of Texts: Interpretation and Experimental Verification

M. G. Kreines, E. M. Kreines

Research output: Contribution to journalArticlepeer-review

Abstract

Abstract—: 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.

Original languageEnglish
Pages (from-to)195-209
Number of pages15
JournalMathematical Models and Computer Simulations
Volume13
Issue number2
DOIs
StatePublished - 1 Mar 2021
Externally publishedYes

Keywords

  • collections of text documents
  • information retrieval and analysis
  • model verification
  • models of text documents
  • texts in natural languages

ASJC Scopus subject areas

  • Modeling and Simulation
  • Computational Mathematics

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