Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer Systems
The main methodological problems and strategic goals of work on creating the theory and technology of intelligent computer systems of a new generation are considered. The problems of the current state of work in the field of artificial intelligence and their causes are studied, and the need for a tr...
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| Format: | Article |
| Language: | Russian |
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Ministry of Education of the Republic of Belarus, Establishment The Main Information and Analytical Center
2024-03-01
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| Series: | Цифровая трансформация |
| Subjects: | |
| Online Access: | https://dt.bsuir.by/jour/article/view/819 |
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| author | V. V. Golenkov N. A. Guliakina D. V. Shunkevich |
| author_facet | V. V. Golenkov N. A. Guliakina D. V. Shunkevich |
| author_sort | V. V. Golenkov |
| collection | DOAJ |
| description | The main methodological problems and strategic goals of work on creating the theory and technology of intelligent computer systems of a new generation are considered. The problems of the current state of work in the field of artificial intelligence and their causes are studied, and the need for a transition to a new generation of intelligent computer systems is substantiated. The basic principles underlying such systems, as well as the corresponding complex technology, are presented. The transition from local automation when solving particular problems to complex automation of various areas of human activity is justified. The concept of an ecosystem of interoperable intelligent computer systems is proposed, which is the basis for complex automation. The architecture of the ecosystem, the directions of its evolution, and the classes of systems included in the ecosystem are considered. |
| format | Article |
| id | doaj-art-6431f43a6d004a9d97e1f8fea30d9fda |
| institution | Kabale University |
| issn | 2522-9613 2524-2822 |
| language | Russian |
| publishDate | 2024-03-01 |
| publisher | Ministry of Education of the Republic of Belarus, Establishment The Main Information and Analytical Center |
| record_format | Article |
| series | Цифровая трансформация |
| spelling | doaj-art-6431f43a6d004a9d97e1f8fea30d9fda2025-02-03T05:39:06ZrusMinistry of Education of the Republic of Belarus, Establishment The Main Information and Analytical CenterЦифровая трансформация2522-96132524-28222024-03-01301405110.35596/1729-7648-2024-30-1-40-51327Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer SystemsV. V. Golenkov0N. A. Guliakina1D. V. Shunkevich2Belarusian State University of Informatics and RadioelectronicsBelarusian State University of Informatics and RadioelectronicsBelarusian State University of Informatics and RadioelectronicsThe main methodological problems and strategic goals of work on creating the theory and technology of intelligent computer systems of a new generation are considered. The problems of the current state of work in the field of artificial intelligence and their causes are studied, and the need for a transition to a new generation of intelligent computer systems is substantiated. The basic principles underlying such systems, as well as the corresponding complex technology, are presented. The transition from local automation when solving particular problems to complex automation of various areas of human activity is justified. The concept of an ecosystem of interoperable intelligent computer systems is proposed, which is the basis for complex automation. The architecture of the ecosystem, the directions of its evolution, and the classes of systems included in the ecosystem are considered.https://dt.bsuir.by/jour/article/view/819technologyartificial intelligenceontologyintelligent systemlearnabilityinteroperabilityhybridizationostis technology |
| spellingShingle | V. V. Golenkov N. A. Guliakina D. V. Shunkevich Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer Systems Цифровая трансформация technology artificial intelligence ontology intelligent system learnability interoperability hybridization ostis technology |
| title | Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer Systems |
| title_full | Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer Systems |
| title_fullStr | Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer Systems |
| title_full_unstemmed | Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer Systems |
| title_short | Methodological Problems and Strategic Goals of the Work on Creation of the Theory and Technology of New Generation Intelligent Computer Systems |
| title_sort | methodological problems and strategic goals of the work on creation of the theory and technology of new generation intelligent computer systems |
| topic | technology artificial intelligence ontology intelligent system learnability interoperability hybridization ostis technology |
| url | https://dt.bsuir.by/jour/article/view/819 |
| work_keys_str_mv | AT vvgolenkov methodologicalproblemsandstrategicgoalsoftheworkoncreationofthetheoryandtechnologyofnewgenerationintelligentcomputersystems AT naguliakina methodologicalproblemsandstrategicgoalsoftheworkoncreationofthetheoryandtechnologyofnewgenerationintelligentcomputersystems AT dvshunkevich methodologicalproblemsandstrategicgoalsoftheworkoncreationofthetheoryandtechnologyofnewgenerationintelligentcomputersystems |