Information and communication and chemical technologies

No. 1 (18) - 2023 / 2023-04-04 / Number of views: 69

FINDING THE SEMANTIC CONNECTION BETWEEN OBJECTS

Authors

  • Aigerim Mazakova
  • Sholpan Jomartova
  • Talgat Mazakov
  • Daryn Mukhayev
  • Yestay Mergengali

Keywords

matrix, information retrieval, semantics, sorting, Python

Link to DOI:

https://doi.org/10.58805/kazutb.v.1.18-85

How to quote

Mazakova А., Jomartova Ш., Mazakov Т., Mukhayev Д., and Mergengali Е. “FINDING THE SEMANTIC CONNECTION BETWEEN OBJECTS”. КазУТБ, vol. 1, no. 18, Apr. 2023, doi:10.58805/kazutb.v.1.18-85.

Abstract

Abstract. The problem of analytical processing of information from multiple information systems is one of the most important aspects of the development of modern society. Currently, the solution to this problem in the development and operation of information systems for various purposes (military, technical, economic, medical, social, etc.) is associated with the development of various analytical products that allow to allocate meaningful information for users from the set of all kinds of data. This article explores the possibility of selecting a related group of individuals from a homogeneous data set by applying matrix calculus. Developed software in the Python programming language. Two approaches were used: 1) based on the methods of matrix calculus and 2) the Dijkstra method. The effectiveness of the proposed algorithms is demonstrated on model problems.

Keywords: matrix, information retrieval, semantics, sorting, Python.