PROTOTYPING OF CASE BASES ON THE BASIS OF MODEL TRANSFORMATIONS

Author(s): Yurin Alexander Yurievich

Rubric: Information technology

DOI: 10.21777/2500-2112-2019-2-47-58

Release: 2019-2 (27)

Pages: 47-58

Keywords: knowledge bases, model transformations, model-driven approach, software, intelligent system

Annotation: The paper describes a specialization of a model-driven development approach for transformation of subject domain conceptual models to the structures of a case base, their subsequent refinement and execution. The basic principles of the model-driven development approach are highlighted, the implementation of model transformations in the process of creating intelligent systems and knowledge base is stated. The formalized statement of the problem of prototyping of case bases is presented. The architecture of the author’s software that implements the methodology of the model-driven approach, taking into account the specifics of the case bases of the subject domain is considered. The technology for knowledge bases engineering on the basis of consecutive transformations of models with various degree of abstraction is presented. Experience of development of case-based expert systems and case bases with application of model-driven approach and developments in the field of model transformations is stated.

Bibliography: Yurin AL.YU. PROTOTYPING OF CASE BASES ON THE BASIS OF MODEL TRANSFORMATIONS // Education Resources and Technologies. – 2019. – № 2 (27). – С. 47-58. doi: 10.21777/2500-2112-2019-2-47-58