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Towards extensibility features of knowledge-based systems development platform

Авторы: Pavlov A.I., Stolbov A.B., Lempert A.A.

Журнал: CEUR Workshop Proceedings: 4th Scientific-Practical Workshop Information Technologies: Algorithms, Models, Systems (ITAMS 2021, Irkutsk, 14 September 2021)

Том: 2984

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Год: 2021

Отчётный год: 2021

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Аннотация: The paper continues the series of publications devoted to the knowledge-based systems development platform (KBSDP). The focal point is a discussion about extensibility features of the platform: both presently available and potentially possible. The deployment issues related to contemporary technologies are also discussed. It is proposed to implement KBSDP components in accordance with the Platform as a Service paradigm. With the help of serverless (cloud) functions, it is also suggested to integrate external functionality into the KBSDP. An implementation model is proposed and related software is modified. In the context of illustrative examples (component-based modeling and integrated environmental modeling), the problems of technical, conceptual, and methodological integrations are analyzed. A set of ontologies for component-based modeling is adopted for utilization in KBSDP. The ideas for implementing conceptual and methodological integrations in the KBSDP workflow component are considered. Examples of sematic ports and controllers are presented, the principal algorithm of smart coupling is defined.

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