Creating Virtual Assistants Based on Model Transformations

The paper describes elements of an original approach that uses the principles of model-driven development and transformation to create prototypes of virtual assistants. Models of all levels of abstraction (concretization) are presented, with special attention paid to computational-independent and pl...

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Bibliographic Details
Published in:Pattern recognition and image analysis 2024-09, Vol.34 (3), p.692-701
Main Authors: Dorodnykh, N. O., Nikolaychuk, O. A., Stolbov, A. B., Yurin, A. Yu
Format: Article
Language:English
Subjects:
Computer Science
Image Processing and Computer Vision
Pattern Recognition
Pria Journal Special Issue Xxi National Conference on Artificial Intelligence with International Participation (Cai-2023/Section) 6 “Frameworks and Technologies for the Design of Intelligent Systems. Applied Intelligent Systems”
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Summary:The paper describes elements of an original approach that uses the principles of model-driven development and transformation to create prototypes of virtual assistants. Models of all levels of abstraction (concretization) are presented, with special attention paid to computational-independent and platform-independent models in the form of ontologies. Fragments of transformation of model elements are shown. A description of the main stages of the proposed approach is given in the context of solving the problem of diagnosing the aircraft power supply system.
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661824700548