Article

The Method of Semantic Modeling

N. RustamovKhoja Akhmet Yassawi International Kazakh-Turkish UniversityK. AmirtaevKhoja Akhmet Yassawi International Kazakh-Turkish UniversityS. TastanovaTashkent University of Information Technologies named after Muhammad al-Khwarizmi

Problems of Computational and Applied Mathematicsjournal2025

ABI

Abstract

This paper presents a method of semantic modeling based on representing complex objects and phenomena as informational aggregates composed of core, designating, characterizing, and associative entities. Each entity is described by a set of attributes, and their interactions are governed by semantic operation algorithms that generate new informational structures. This approach enables a transition from formal syntactic data representation to meaningful semantic interpretation. The proposed method can be applied to the development of expert and cognitive systems that perform machine understanding and semantic information processing within the field of artificial intelligence.

Topics

Cognitive Computing and Networks Economic and Technological Developments in Russia Artificial Intelligence in Education

Identifiers

DOI: 10.71310/pcam.5_69.2025.09

Citations and references

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