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This article is cited in 1 scientific paper (total in 1 paper)
Computer science and information processes
Information support of data processing operations
of Internet of things devices in automated
information eco-monitoring system
N. N. Smirnov, A. S. Kuznetsov Russian State Social University,
129226, Russia, Moscow, 4 Wilhelm Pieck street, 1 building
Abstract:
This scientific article examines in detail the main approaches to creating an information
description of the processing operations and intelligent analysis of data obtained from digital sensors –
Internet of things devices in an automated environmental monitoring information system. A brief
classification of data mining is given. A general description of the data obtained from Internet of things
devices in an automated environmental monitoring information system is given. Based on structural
analysis and a systematic approach, a formalized description of data processing operations in the
environmental monitoring information system has been created. Based on the methodological principles of
the structural description of systems, an analysis of information flows in an automated environmental
monitoring system was carried out. A generalized visual information model of the process of environmental
monitoring has been constructed. A functional decomposition of the generalized model has been carried
out, and the constituent subprocesses have been identified. Based on the IDEF0 functional modeling
methodology, visual functional models of data processing and analysis processes in an automated
environmental monitoring information system were built in the form of structured diagrams necessary for
detailing all stages and operations. During the decomposition, five functional blocks were identified. The
development of information support for data processing and analysis processes in automated information
systems for environmental monitoring was carried out using the example of processing data received from
an Internet of things devices.
Keywords:
formalization, data processing operations, data mining, Internet of things devices, environmental
monitoring information system, structural system analysis
Received: 27.04.2024 Revised: 13.05.2024 Accepted: 05.06.2024
Citation:
N. N. Smirnov, A. S. Kuznetsov, “Information support of data processing operations
of Internet of things devices in automated
information eco-monitoring system”, News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, 26:3 (2024), 92–102
Linking options:
https://www.mathnet.ru/eng/izkab889 https://www.mathnet.ru/eng/izkab/v26/i3/p92
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