Страница публикации

Technology for prototyping expert systems based on transformations (PESoT): A method

Тип публикации: Статья в журнале

Тип материала: Текст

Авторы: Yurin A.

Журнал: CEUR Workshop Proceedings: 3rd Scientific-Practical Workshop Information Technologies: Algorithms, Models, Systems (ITAMS 2020; Irkutsk, 3 September 2020)

Язык публикации: english

Серия книг: CEUR Workshop Proceedings

Том: 2677

Год публикации: 2020

Отчетный год: 2020

Аннотация: The development of intelligent systems and their software components (modules) continues to be a complex and time-consuming task. One of the ways to improve the efficiency of this process is to use the principles of generative and visual programming, as well as the model transformations in the context of conceptualization, formalization, and automatic codification of knowledge. This work is devoted to the description of one of the elements of the information technology for Prototyping Experts Systems and these components based on Transformations (namely, PESoT), in particular, to the method. This method implements and redefines the basic principles of the model-driven approach: models and the development process in the form of a chain of sequential transformations of models with more abstraction to ones with less abstraction and obtaining interpreted program codes and specifications at the end of this chain. Domain conceptual models and specific spreadsheets are used as source (computational-independent) models. The method is designed for non-programming users and reduces the time for creating prototypes of intelligent modules and expert systems by automating the codification stage and using existing domain models.

Индексируется WOS: Нет

Индексируется Scopus: Нет

Индексируется УБС: Нет

Индексируется РИНЦ: Да

Индексируется ВАК: Нет

Индексируется CORE: Нет