scholarly journals Polyagent functionals in information technologies of intelligent monitoring

2020 ◽  
Vol 4 ◽  
pp. 11-19
Author(s):  
S.V. Holub ◽  
◽  
S.Yu. Kunitskaya ◽  

The application of a multi-agent approach to the implementation of intelligent monitoring technologies in the form of monitoring information systems allows them to acquire new properties under replacing monitoring tasks. In crisis situations, when the properties of monitoring objects change dramatically, the monitoring information system is required to be able to obtain information about new properties of objects in the absence of new observations of the behavior of these objects. The informativeness of ex-isting data sets is declining. To provide information on decision-making processes during the period of accumulation of the results of new observations requires a significant increase in the capacity of the means of extracting this information from existing data sets. Towards this, it is proposed to build moni-toring information systems as a set of agents and methods of building relationships between them. It is proposed to provide the possibility of increasing the power of information transformation means by building supra-agent formations – agent functionalities. Since the requirements for agent functionals at different levels of the hierarchical structure of MIS are different, it is proposed to distinguish multiagent and polyagent functionals. They differ in purpose, structure, compatibility of arrays of input data on which their agents were built, methods of formation of relations between agents. What they have in common is the echelon structure, ensuring the adaptability of information technologies of intelligent monitoring to changes in the properties of objects and replacement of monitoring tasks. A new method of forming relations between agents in the form of ascending construction of the structure of agent functionals is proposed. The process of formation of polyagent space is described. The dependence of the emergence of the agent functional on the informativeness of the polyagent space has been experimental-ly proved.

Author(s):  
M. V. Talakh ◽  
S. V. Holub ◽  
I. B. Turkin

Context. Information monitoring technology is used to reduce information uncertainty about the regularity of air temperature changes during managing work in hard-to-reach places [1]. The task was to create a method for modelling one of the climatic indicators, air temperature, in the given territories in the information monitoring technology structure. Climate models are the main tools for studying the response of the ecological system to external and internal influences. The problem of reducing information uncertainty in making managerial decisions is eliminated by predicting the consequences of using planned control actions using climate modelling methods in information monitoring technology. The information technology of climate monitoring combines satellite observation methods and observations on climate stations, taking into account the spatial and temporal characteristics, to form an array of input data. It was made with the methods for synthesizing models of monitoring information systems [1] and methods of forming multilevel model structures of the monitoring information systems [1] for converting observation results into knowledge, and with the rules for interpreting obtained results for calculating the temperature value in the uncontrolled territories. Objective of the work is to solve the problem of identifying the functional dependence of the air temperature in a given uncontrolled territory on the results of observations of the climate characteristics by meteorological stations in the information technology of climate monitoring structure. Method. The methodology for creating information technologies for monitoring has been improved to expand its capabilities to perform new tasks of forecasting temperature using data from thermal imaging satellites and weather stations by using a new method of climate modelling. A systematic approach to the process of climate modelling and the group method of data handling were used for solving problems of functional dependence identification, methods of mathematical statistics for evaluating models. Results. The deviation of the calculated temperature values with the synthesized monitoring information systems models from the actual values obtained from the results of observations by artificial earth satellites does not, on average, exceed 2.5°С. Temperature traces obtained from satellite images and weather stations at similar points show similar dynamics. Conclusions. The problem of the functional dependence identification of air temperature in uncontrolled territories on the results of observations at meteorological stations is solved. The obtained results were used in the process of creating a new method of climate modelling within information technology of climate monitoring. Experimental confirmation of the hypothesis about the possibility of using satellite images in regional models of temperature prediction has been obtained. The effectiveness of the application of the methodology for the creation of monitoring information technologies during the implementation of the tasks of reducing uncertainty for management decisions during works in non-controlled territories has been proven.


Author(s):  
D. M. Nazarov

The article describes the training methods in the course “Information Technologies” for the future bachelors of the directions “Economics”, “Management”, “Finance”, “Business Informatics”, the development of metasubject competencies of the student while his use of tools for data processing by means of the language R. The metasubject essence of the work is to update traditional economic knowledge and skills through various presentation forms of the same data sets. As part of the laboratory work described in the article, future bachelors learn to use the basic tools of the R language and acquire specific skills and abilities in R-Studio using the example of processing currency exchange data. The description of the methods is presented in the form of the traditional Key-by-Key technology, which is widely used in teaching information technologies.


2020 ◽  
Vol 9 (3) ◽  
pp. 33-38
Author(s):  
Iroda Abdullaeva ◽  
◽  
Dilyora Hoshimova ◽  
Hamdam Xomidov ◽  
Maftuna Raxmonova

This article is devoted to the prospects of the development of banking information systems in the Republic of Uzbekistan and highlights issues such as the processing of significant flows of information in the banking information system using advanced information processing tools


2013 ◽  
Vol 380-384 ◽  
pp. 761-764
Author(s):  
Zhen Hua Wang ◽  
Ge Fei Yu

One CNG remote intelligent monitoring system is designed and realized in this article. The monitoring system can receive real time monitoring information and monitor environment of CNG filling station by using GSM short message platform , terminal PC and cell phone based on ARM microprocessor, PTM100GSM module, pressure and temperature detection system, when the pressure, temperature or consistence of gas storage well is over the threshold , the monitoring system will send the alarm signal. Its proved that the monitoring system works stably and reliably and can effectively monitor fatal public danger signal.


2021 ◽  
Vol 2 (4) ◽  
pp. 37-41
Author(s):  
M. E. BUBNOVA ◽  

The modern development of automated information systems has given a huge impetus to the organization of control and management activities of the authorities of the Russian Federation. The most stable today is the IT system of the Federal Tax Service of Russia. There is an opportunity to analyze the work of the automated system of the authorities. This will allow us to further implement the strategy for the development of the digital society in Russia, reduce the risks and costs of systems that allow the authorities to carry out their duties.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Martin Lněnička ◽  
Renata Machova ◽  
Jolana Volejníková ◽  
Veronika Linhartová ◽  
Radka Knezackova ◽  
...  

PurposeThe purpose of this paper was to draw on evidence from computer-mediated transparency and examine the argument that open government data and national data infrastructures represented by open data portals can help in enhancing transparency by providing various relevant features and capabilities for stakeholders' interactions.Design/methodology/approachThe developed methodology consisted of a two-step strategy to investigate research questions. First, a web content analysis was conducted to identify the most common features and capabilities provided by existing national open data portals. The second step involved performing the Delphi process by surveying domain experts to measure the diversity of their opinions on this topic.FindingsIdentified features and capabilities were classified into categories and ranked according to their importance. By formalizing these feature-related transparency mechanisms through which stakeholders work with data sets we provided recommendations on how to incorporate them into designing and developing open data portals.Social implicationsThe creation of appropriate open data portals aims to fulfil the principles of open government and enables stakeholders to effectively engage in the policy and decision-making processes.Originality/valueBy analyzing existing national open data portals and validating the feature-related transparency mechanisms, this paper fills this gap in existing literature on designing and developing open data portals for transparency efforts.


Author(s):  
A.V. Babikova ◽  
◽  
V. S. Samoylenko ◽  
A. Yu. Fedotova ◽  
A.V. Khanina ◽  
...  

The emergence of new forms of business organization due to the development of the latest information technologies leads to the need to find adequate ways to manage virtual structures. This article discusses the features of multi-agent artificial intelligence systems and the possibilities of their application in virtual organizations. The concept of a multi-agent system is proposed, which will improve the management processes of a virtual organization. The developed algorithm is adaptive and can be used in various virtual organizations for self-development of their management systems and achieving their goals.


2014 ◽  
Vol 20 (1) ◽  
pp. 61-70
Author(s):  
Jacek Borzyszkowski

The purpose – The purpose of the article was an attempt to assess the significance of two spheres connected with the functioning of DMOs, i.e. internet marketing and the development of modern technologies and information systems. Design – The study covers theoretical issues connected with the essence of destination management organizations as the basic organizational structures in the tourism sector, and with the significance of the Internet and modern information technologies in the activities of these organizations. The second part of the study covers the empirical issues of the problem analyzed. Approach and methodology – Apart from theoretical deliberations, it provides the review of previous research. Moreover, the results of the author’s research were used with the aid of the diagnostic survey technique. The results from 53 DMOs that represent 19 European states were obtained. Findings – The quantity of expenditures on information technologies was defined in the structure of the total expenditures on the part of DMOs. The average value for all the organizations under analysis was 10.9%. Owing to the application of the point grading method (Likert scale), it was demonstrated that internet marketing and the development of modern technologies and information systems are becoming increasingly more important areas of the activities. Originality of the research – The originality is evident in the insights it provides about use of modern information technologies and the Internet in the activities of DMO. The empirical deliberations presented in this article should become an important point of reference for many DMOs and should emphasize the growing significance of information technologies.


2018 ◽  
Vol 196 ◽  
pp. 04081 ◽  
Author(s):  
Aleksandr Aleksanin

At the present stage of the development of the construction industry, based on the principles of sustainable development, special attention should be paid to the formation of construction waste. Reserves for improving the level of efficiency of waste management can be found in the application of modern information technologies and their adaptation to resource-saving problems. The use of information systems is advisable at all stages of the life cycle of a building. Today, the technology of building information modeling (BIM) is actively developing, which can significantly reduce the amount of waste generation in construction. This is possible with its implementation at the design stage, in order to avoid irrational design decisions, collisions, etc. Information systems for data transmission allow rapid exchange of information between project participants, promptly warn about changes in space-planning decisions, materials, structures and equipment. At the stage of operation, in the presence of the information model of the building, it is possible to create a planning system for the organization of works of major overhaul or reconstruction. This article also proposes a description of the functions that an information system must have aimed at coordinating the management of construction waste in the region.


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