| Roza Shahverdiyeva, Sunyakhanim Salimkhanova Issues of developing the architectural-technological structure of the application of artificial intelligence technologies in the improvement of information support of model-type enterprises |
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| Abstract. In the article, the issues of developing the architectural-technological structure of the application of artificial intelligence technologies in the improvement of information support of model-type enterprises were considered. In the aspect of building a new generation digital economy, the relevance of the application of digital technologies such as AI, etc., in the processing of information support of the enterprise to a significant extent on the decision-making processes, has been substantiated. The principles of working out the architectural-technological structure of the information support system and infrastructure of model-type enterprises were interpreted, the scientific-theoretical bases of its management, existing approaches, specific features were analyzed. A conceptual formation model of model-type enterprises on the Industry 4.0 platform was proposed, and their management decisions in model-type enterprises has been developed. Based on the systemic approach of The Open Group Architecture Framework (TOGAF) standard, which is a special standard in the field of enterprise architecture of the information support system and infrastructure, many recommendations were taken into account for the improvement of the conceptual model. The directions for the formation of the concept of the effective architecture of the enterprise were explained. Artificial intelligence models, software, products, and application features of the most used artificial intelligence technologies in enterprises have been explained. The main elements of the improved architectural-technological structural model of the information support of the model enterprise were proposed. Based on the requirements for the application and development of Industry 4.0 elements, appropriate recommendations were made for the development of the structural model. |
| Keywords: new-generation digital economy, digital innovative technology, digital transformation, model-type enterprises, artificial intelligence methods and technologies, information support system and infrastructure, architecture-technological structure model, Industry 4.0 platform, management decision support systems, Artificial Intelligence models |
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| DOI: https://doi.org/10.54381/itta2024.39 |