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All Journal International Journal of Electrical and Computer Engineering
Ainur, Orynbayeva
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Computer Science & IT Electrical & Electronics Engineering

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Journal : International Journal of Electrical and Computer Engineering

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Assessment of the main features of the model of dissemination of information in social networks Imanberdi, Assel; Lira, La; Aitolkyn, Kulmuratova; Leila, Rzayeva; Abitova, Gulnara; Aigerim, Bakiyeva; Ainur, Orynbayeva; Assem, Baimakhanbetova
International Journal of Electrical and Computer Engineering (IJECE) Vol 13, No 6: December 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v13i6.pp6729-6736

Abstract

Social networks provide a fairly wide range of data that allows one way or another to evaluate the effect of the dissemination of information. This article presents the results of a study that describes methods for determining the key parameters of the model needed to analyze and predict the dissemination of information in social networks. An approach based on the analysis of statistical data on user behavior in social networks is proposed. The process of evaluating the main features of the model is described, including the mathematical methods used for data analysis and information dissemination modeling. The study aims to understand the processes of information dissemination in social networks and develop recommendations for the effective use of social networks as a communication and brand promotion tool, as well as to consider the analytical properties of the classical susceptible-infected-removed (SIR) model and evaluate its applicability to the problem of information dissemination. The results of the study can be used to create algorithms and techniques that will effectively manage the process of information dissemination in social networks.
Co-Authors Abitova, Gulnara Aigerim, Bakiyeva Aitolkyn, Kulmuratova Assem, Baimakhanbetova Imanberdi, Assel Leila, Rzayeva Lira, La