Formation of a system of features for modelling linguistic structures based on the method of comparison using the tools of the theory of intelligence.
Year: 2026
Type: article
Abstract: This article examines the problem of formalising linguistic structures within the framework of the main method of intelligence theory—the method of comparative identification and mathematical tools—the apparatus of finite predicate algebra (FPA). The authors justify the transition from probabilistic methods of text analysis to deterministic logical-mathematical models, which ensures a high degree of interpretability of the results. A method for identifying destructive and manipulative linguistic structures based on a comparator approach is proposed, enabling the system to perform abductive inference and restore missing features (lacunae) in the face of data uncertainty. The paper describes in detail the alphabet of predicate variables (intent, subject relations, lexical markers) and presents the results of model verification on control samples of criminal and manipulative texts. The study contributes to solving the problem of symbol grounding and creating transparent cognitive architectures for information security systems.
Source: Bionics of Intelligence
Authors: A.I. Vorzhevitina, V.D. Shanidze
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W7164088746