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COMPUTER SCIENCE. CALCULATION EQUIPMENT. MANAGEMENT
Basic principles and strategy of acquisition
and knowledge management based on
the evolutionary paradigm
Yu. A. Kravchenko Federal State-Owned Autonomous Educational Establishment of Higher Education
«Southern Federal University»,
344006, Rostov region, Rostov-on-Don, 105/42, Bolshaya Sadovaya Str.
Abstract:
The article is devoted to the description of the theoretical foundations of the acquisition and knowledge management, differing in a new interpretation of the concept, strategy and principles for solving the problems of knowledge semantic search, classification, structuring and integration in the face of uncertainty and information overflow based on the evolutionary paradigm.
According to the basic tenets of evolutionary epistemology, knowledge grows through evolution. Classical understanding of evolution is carried out by means of replicators variation and selection. In wild-life, replicators are genes that are subject to mutation and recombination processes, and the selection of which depends on the success of reproduction. Replicators in the evolution of knowledge are ideas that are transformed through the human imagination, fantasies and emotions. The scientific community has greatly succeeded in effectively implementing the evolutionary processes of modern science. The development of scientific schools and the communication between them contribute to the processes of ideas replication, variation and selection. Thus, the evolutionary development of knowledge is based on the processes of ideas variability, replication and selection produced on a variety of knowledge distributed heterogeneous sources.
The application of the theoretical foundations described in the work allows to increase the volume fraction of structured knowledge in the global information space and to intensify their improvement and application. When assessing the relevance of the knowledge elements, the semantics of the analyzed in-formation resource is taken into account, which allows you to identify implicit dependencies and patterns on a variety of systemically significant relationships.
Keywords:
knowledge acquisition and management; semantic search; classification; structuring; integration; evolutionary mechanism.
Received: 09.04.2020
Citation:
Yu. A. Kravchenko, “Basic principles and strategy of acquisition
and knowledge management based on
the evolutionary paradigm”, News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, 2020, no. 2, 31–39
Linking options:
https://www.mathnet.ru/eng/izkab124 https://www.mathnet.ru/eng/izkab/y2020/i2/p31
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Abstract page: | 56 | Full-text PDF : | 18 | References: | 9 |
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