REVIEW OF EXISTING DATA ANALYZERS FROM THE INTERNET AND IDENTIFY CRITERIA FOR EVALUATING THEIR EFFECTIVENESS

The article reviews a wide range of data analysis tools available on the Internet, and analyzes their functionality and applicability in various fields. Particular attention is paid to the criteria by which the effectiveness of these analyzers can be assessed, including accuracy, data processing speed, and ease of use. Internet analyzers, due to their ability to adapt to different conditions and requirements, provide competitive advantages to organizations, allowing them to quickly and effectively respond to changes in the market, and readers – reliable data and security. The Internet analyzers under study include monitoring and content analysis systems that automatically collect and process data according to specified criteria, helping to extract valuable and reliable information. The article provides an algorithm for the invariance of the service with respect to specific tasks, which allows it to be resistant to changes. The results of the study can be useful to those who need to process, analyze, and interpret large volumes of data.

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Publication Details

Journal
SOFT MEASUREMENTS AND COMPUTING
Published
2025-01-01
DOI
https://doi.org/10.36871/2618-9976.2025.02.005
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
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article

REVIEW OF EXISTING DATA ANALYZERS FROM THE INTERNET AND IDENTIFY CRITERIA FOR EVALUATING THEIR EFFECTIVENESS

Ilya S. Gryaznov, Oleg A. Maslennikov, Leonid Yu. Korolev
SOFT MEASUREMENTS AND COMPUTING
Big Data and Business Intelligence
article

REVIEW OF EXISTING DATA ANALYZERS FROM THE INTERNET AND IDENTIFY CRITERIA FOR EVALUATING THEIR EFFECTIVENESS

Ilya S. Gryaznov, Oleg A. Maslennikov, Leonid Yu. Korolev
article en

Abstract

The article reviews a wide range of data analysis tools available on the Internet, and analyzes their functionality and applicability in various fields. Particular attention is paid to the criteria by which the effectiveness of these analyzers can be assessed, including accuracy, data processing speed, and ease of use. Internet analyzers, due to their ability to adapt to different conditions and requirements, provide competitive advantages to organizations, allowing them to quickly and effectively respond to changes in the market, and readers – reliable data and security. The Internet analyzers under study include monitoring and content analysis systems that automatically collect and process data according to specified criteria, helping to extract valuable and reliable information. The article provides an algorithm for the invariance of the service with respect to specific tasks, which allows it to be resistant to changes. The results of the study can be useful to those who need to process, analyze, and interpret large volumes of data.

SOFT MEASUREMENTS AND COMPUTINGVol. 2(87)
Openalex Percentile: Top 93%
Big Data and Business Intelligence
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REVIEW OF EXISTING DATA ANALYZERS FROM THE INTERNET AND IDENTIFY CRITERIA FOR EVALUATING THEIR EFFECTIVENESS — Ilya S. Gryaznov, Oleg A. Maslennikov, et al. · SOFT MEASUREMENTS AND COMPUTING (2025) | TGRS Research Map | TGRS