Informational System of Project Management in the Areas of Regional Security Systems' Development

Prydatko, Oleksandr; Borzov, Yu.; Solotvinskyi, Ivan; Smotr, Olga; Didyk, Oleksii

doi:10.1109/dsmp.2018.8478543

Cited by 2 publications

(2 citation statements)

References 5 publications

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“…An important property of artificial neural networks is that they are able to learn from the use of known data. The database for training artificial neural networks is the statistical data of meteorological stations [41]. In particular, to predict FWP during the life cycle of hybrid crop projects, air humidity deficit data are used, which are recorded every 3 hours in the period from July 1 to August 15.…”

Section: The Structure and Architecture Of The Neural Network For Pre...mentioning

confidence: 99%

Improving the Efficiency of Search and Identification Projects of Missing People in Extraordinary Situations With Application It Technology

Rudynets,

Androshchuk

2023

NVDNTU

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Purpose. The purpose of the work is to analyze the existing projects of search and identification of missing people in emergency situations with the use of IT technologies and to establish ways of improving the effectiveness of the population protection system in emergency situations. Methodology. Special research methods were used to conduct the study: methods of collecting and summarizing information, critical analysis with elements of forecasting. Results. Information has been collected and summarized to improve the efficiency and effectiveness of projects aimed at finding victims in emergency situations, which helps facilitate communication, data collection, analysis and distribution of resources in order to provide them with timely qualified assistance. The effectiveness of the work of various services and organizations and the factors that depend on the time of searching for injured and missing people in emergencies and, accordingly, the ability to provide them with assistance in time, have been analyzed. The system of providing timely assistance in emergency situations is generalized, consisting of separate stages, each of which can act as a separate stage of one project or as a separate project. The study shows that the existing projects on the search and identification of missing people using IT technologies in Ukraine face a number of challenges and shortcomings that may limit their effectiveness. This assessment of the possibilities of existing projects aimed at finding victims of natural disasters implemented in Ukraine and establishing the ways to improve their effectiveness. High-tech solutions and innovative technologies have been characterized. The methods of identification of an undocumented person using IT technologies, identification of a person, which is the ultimate goal of the search, have also been analyzed. A SWOT analysis has been conducted, which showed that projects aimed at searching for victims of natural disasters with the use of IT technologies have a number of strengths and opportunities. Scientific novelty. The application of artificial intelligence (AI) with the use of machine learning and neural network technologies for forecasting the required time of work and resources in hybrid projects has been shown. Practical significance. Promising ways to increase the effectiveness of these projects are the creation of a single online platform for combining the efforts of coordinating actions between all project participants, performing database integration, expanding the surveillance network in cities and settlements, applying artificial intelligence (AI) and data analytics, applying telemedicine and medical records, integration with international databases.

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Section: The Structure and Architecture Of The Neural Network For Pre...mentioning

confidence: 99%

Improving the Efficiency of Search and Identification Projects of Missing People in Extraordinary Situations With Application It Technology

Rudynets,

Androshchuk

2023

NVDNTU

View full text Add to dashboard Cite

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“…And those works that are relevant to the issue of resource support is not the answer to the question: how to determine the optimal number of rescue equipment and to distribute it between the rescue units of the researched region at the stage of material resources planning. Part of this issue is encountered in previous scientific papers, in particular [13], which discusses a differentiated approach to determining the structure of the rescue team and its equipment depending on the features of the region. The result of this work is the development of an information system structure to support managerial decision-making.…”

Section: іNtroductionmentioning

confidence: 99%

Algorithm of rescue units logistic support planning in the process of regional life safety systems development

et al. 2019

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The problem of resource support planning in the process of reforming and developing rescue units of regional life safety systems is highlighted in this research. The absence of methods that allow optimizing the required amount of rescue equipment of the region in accordance with the optimal safety criterion is emphasized. Formulated the task of optimizing the safety criterion with the parameter of the number of rescue equipment and limitation in the form of logistical support capability. According to the results of previous studies, the algorithm and its software were developed for implementation in relation to planning of logistic support of rescue units (in the context of providing rescue equipment), which allows to determine the index of the optimal number of rescue units. The developed algorithm was tested on the example of administrative-territorial units of Lviv region, which showed its effectiveness.

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Informational System of Project Management in the Areas of Regional Security Systems' Development

Cited by 2 publications

References 5 publications

Improving the Efficiency of Search and Identification Projects of Missing People in Extraordinary Situations With Application It Technology

Improving the Efficiency of Search and Identification Projects of Missing People in Extraordinary Situations With Application It Technology

Algorithm of rescue units logistic support planning in the process of regional life safety systems development

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