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Development of Decision-Making Modules for Web Applications Based on a Model-Driven Approach

Авторы: Dorodnykh N.O., Yurin A.Yu.

Журнал: CEUR Workshop Proceedings: Russian Advances in Artificial Intelligence: selected contributions to the Russian Conference on Artificial intelligence (RCAI 2020)

Том: 2648

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Год: 2020

Отчётный год: 2020

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Аннотация: The computer-aided engineering software modules for decision-making intelligent systems requires the development of specialized methods, algorithms and software. The use of a model-driven approach that implements the principles of generative and visual programming as well as model transformations, is promising. In this paper, we propose an approach for the development of rule-based intelligent system software components in the form of decision-making modules by specializing and using main principles of a model-driven development. The proposed specialization includes using a step-by-step development scheme (chain of model transformations) from information models to source codes and specifications; a method for the automated creation of computation-independent models based on the transformation of spreadsheets; domain-specific tools for formalization, visualization and generation of codes. The developed approach was applied for creating decision-making modules for rule-based intelligent systems.

Индексируется WOS: 0

Индексируется Scopus: 1

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