Liubchenko V. The methodological basis for development of domain model with encapsulated objective

Українська версія

Thesis for the degree of Doctor of Science (DSc)

State registration number

0514U000186

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

27-02-2014

Specialized Academic Board

Д 41.052.01

Odessa National Polytechnic University

Essay

This thesis solves a fundamental problem of elaboration the methodological founda-tions, mathematical models, algorithms and software for building of domain model with encapsulated objective. Current experience in domain model design for different applica-tion areas is generalized. Common multilayered model for describing the information in-teraction is developed; it provides the opportunity to single out information part in differ-ent kinds of information processes. The ontological domain model is developed; the rules for its sufficient detail depth are defined. The methods of for domain model granulation quality and domain model decomposition validation based on association relations analy-sis are devised. The method of adaptive transformation of domain model is developed, and the quantitative measures of model adaptability are defined. The information technology A3 of the domain model quality analysis is described, as well as the results of this technol-ogy using for real cases.

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