Criteria for Monitoring the Reliability of Information in the Information Space

Brzhevska, Zoreslava; Dovzhenko, Nadiia; Haidur, Halyna; Anosov, Andriy

doi:10.28925/2663-4023.2019.5.5260

Cited by 3 publications

(3 citation statements)

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“…The reliability of the results was evaluated according to the criteria proposed by Brzhevska et al (2019). Statistical processing of the obtained results of experimental studies was performed according to N.A.…”

Section: Statistical Processingmentioning

confidence: 99%

The Influence of Platelet Concentrate on the Development of Cattle Embryos in аn In Vitro System

Kovpak¹,

Kovpak²,

DERKACH³

et al. 2022

Scientific Horizons

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There are many studies on the improvement of the conditions for cultivating bovine embryos in vitro. However, the issue of co-cultivation of platelets and cow embryos is understudied, although platelet activation leads to the release of a considerable amount of biologically active substances into the culture medium and their co-cultivation with embryos can positively affect the growth and development of the latter. Therefore, the purpose of this study was to investigate the effect of different platelet concentrations in the in vitro culture system on the development of cow embryos. Fertilized zygotes (total number 180) were divided into 5 groups: Group 1 – culture medium without platelet addition (control); Group 2 – medium for cultivation with the addition of 10×106 platelets/cm3 ; Group 3 – final concentration in the system is 20×106 platelets/cm3 ; Group 4 – 50×106 platelets/cm3 ; Group 5 – 100×106 platelets/cm3 . According to the results, it was found that co-cultivation of embryos with platelets in the in vitro system is effective. Thus, a correlation was found between improved embryo development indicators and an increase in platelet concentration. The optimal platelet concentration was 50×106 /cm3 , which allowed obtaining a 13.9% higher level of blastulation, 15.7% higher average embryo size, and 2.5% higher average number of cells in the blastocyst compared to the control. At the same time, the platelet concentration of 100×106 /cm3 led to a significant decrease in the indicators under study, compared with the group without platelets. Therefore, co-cultivation of cow embryos with platelets is advisable since it allows improving the development indicators of cow embryos. The data analysed and presented in this paper will increase the efficiency of cultivation of bovine embryos for both scientific and industrial purposes

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Section: Statistical Processingmentioning

confidence: 99%

The Influence of Platelet Concentrate on the Development of Cattle Embryos in аn In Vitro System

Kovpak¹,

Kovpak²,

DERKACH³

et al. 2022

Scientific Horizons

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“…Paper [10] considers the criteria for the reliability of information and gives a definition of its evaluation. The following signs for monitoring the reliability of information are consi-dered: doubtfulness of the facts stated, emotional coloring of the content, tonality of the content in relation to the event, sensationality of the content, hidden content.…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…An information gathering system consisting of N sensors can be arranged so that the output signal will be only when 1 or more sensors are triggered (n = 1, ..., N). Formulas for calculating the probabilities of the states of the system a n,k , b n,k , c n,k for a structure of the «k out of n» type (n = 1, ..., N) and (k = 1, ..., N) are defined by the following expressions [10][11][12]:…”

Section: P B P a B Ppb P B A P B P A B Q Pbmentioning

confidence: 99%

Development of a mathematical model of reliable structures of information-control systems

Al-Ammouri

Lebid

Dekhtiar

et al. 2022

EEJET

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A mathematical model of the information system (IS) for monitoring the state of objects that may be exposed to extreme influences has been built. The system consists of n devices that work independently of each other. To construct the specified information system, which has the minimum permissible reliability of event recognition, a class of structures of the type «k with n» is considered. Formulas for determining the probabilistic characteristics of n parallel reserved sensors for structures of the «k with n» type were derived; the probability of these events was calculated; and plots of their distribution were constructed. The peculiarity of the derived formulas is that they can be implemented on logical elements with which one can build a physical decision support device. The number of sensors and their corresponding probabilities of correct detection of fire at the given majority values of fire probability were also determined; the cost indicators of the information system were defined. A method for improving the reliability of IS has been developed, based on the use of the optimal number of information sensor. The ratio of finding probabilistic states of IS for structures of the «k with n» type was obtained. Algorithms for calculating the probabilities of IS states, as well as an algorithm for determining the number of information sensors and the corresponding probabilities of fire detection, have been developed. The feature of these algorithms is that they make it possible to determine the optimal number of information sensors. An estimate of the effectiveness of IS indicators of the considered types of structures was found: the probability of correct detection, the probability of non-detection, and false alarm. The reported results can be used to select the optimal structure for recognizing dangerous flight situations: choosing the number of sensors corresponding to the high probability of correct detection and the minimum probabilities of non-detection and false alarms, taking into consideration the cost of sensors.

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Criteria for ensuring the reliability of data in analytical activities

Kononenko,

Mykolenko,

Yakovenko

et al. 2024

UJAET

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The article analyses the criteria for ensuring data reliability in analytical activities, particularly in economic research, based on a large amount of data that requires careful analysis and processing. The study uses an integrated approach to identify the degree of interrelationships between variables and their dependencies and identify hidden influence factors. The article describes the need to use methods of correlation, regression factor analysis, verification, unification, and analysis of possible deviations of calculations to ensure the objectivity and reliability of economic indicators. The main criteria for ensuring data reliability are defined. It is established that applying an integrated methodological approach allows for obtaining reliable and accurate economic research results, contributing to adopting effective management decisions. It is noted that research requires the development of a systematic approach to ensuring data reliability. It includes three areas: statistical methods of quantitative analysis of cause-and-effect relationships, the objectivity of economic indicators, and criteria for the reliability of indicators of the information field of research. The proposed methods aim to obtain reasonable and balanced results, which is critical for making effective decisions in the digitalization of the economy. Modern methods for detecting, evaluating, and correcting errors in data can significantly improve the reliability of economic conclusions and recommendations. In the digital economy, the development and implementation of cutting-edge technologies, such as machine learning and artificial intelligence, play a pivotal role in ensuring higher data quality. This underscores the relevance of the research. Further studies could be directed toward developing and enhancing methodological approaches to data analysis, including exploring new statistical methods and algorithms for processing big data. Additionally, research on integrating different analysis methods to study complex economic processes and forecast future trends holds promise. Keywords: data reliability, analytical activity, economic research, objectivity of economic indicators, evaluation criteria, information field.

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Criteria for Monitoring the Reliability of Information in the Information Space

Cited by 3 publications

References 1 publication

The Influence of Platelet Concentrate on the Development of Cattle Embryos in аn In Vitro System

The Influence of Platelet Concentrate on the Development of Cattle Embryos in аn In Vitro System

Development of a mathematical model of reliable structures of information-control systems

Criteria for ensuring the reliability of data in analytical activities

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