2026· Mathematical Modeling and Computing· Vol 13, pp. 650-661· 0 citations· 6 references
TL;DR
The results demonstrate that, in the context of IT terminology, the economy-driven principle dominates the overall system evaluation, indicating that communicative efficiency and compression play a decisive role in shaping term formation under contemporary conditions.
Abstract
This study proposes a conceptual modeling approach based on Multi-Criteria Evaluation (MCE) for the analysis of complex systems with interacting heterogeneous factors, formulated in semi-quantitative terms, in which determining an optimal balance is a central modeling problem. The approach integrates structural analysis, influence modeling, and utility-based evaluation into a unified methodology that enables both interpretation and quantitative assessment of system behavior.
The proposed approach is applied to a case study of term formation in IT terminology, where linguistic and cognitive parameters are treated as system variables. Two competing scenarios are modeled: structure-oriented formation, driven by morphological regularities, and economy-driven formation, governed by cognitive efficiency principles. By mapping these scenarios into a multidimensional utility space, the model enables the identification of trade-offs and optimal configurations.
The results demonstrate that, in the context of IT terminology, the economy-driven principle dominates the overall system evaluation, indicating that communicative efficiency and compression play a decisive role in shaping term formation under contemporary conditions. At the same time, structural factors contribute to system stability through balancing feedback mechanisms.
The study concludes that future LLM systems are likely to become more adaptive, verifiable, self-evaluating, and self-correcting, and recommends improving judge reliability, error traceability, and human oversight in high-risk applications, while exploring judge-governed execution as a future extension for agentic and...
Mariam Obeidat· Academic Journal of Research...· 0 citations
The article is devoted to the development and verification of a conceptual and integrative model of the Ossetian phraseosystem representing the fundamental binary opposition “friend – foe”. The aim of the study is to describe the architectonics of the phraseological system of the Ossetian language as a hierarchy of fou...
Inna I. Skripa, V. Dzakhova· Current Issues in Philology...· 0 citations
The paper presents a relevance-theoretic analysis of the Serbian secondary interjection hajde (and its interjectional variants). The corpus material of 45 randomly selected examples is analyzed using qualitative methodology, focusing on the foregrounding and backgrounding of encyclopedic assumptions during ad-hoc conce...
Effective model-driven engineering of software-intensive systems relies on appropriately designed conceptual modeling languages. A well-designed modeling language includes a set of concepts that users of the language find to be relevant for describing phenomena of interest in a domain, as well as a vocabulary of lexica...
Ghazal Rafati, Anthony Romanliello, S. Liaskos· Proceedings of the ACM/IEEE...· 0 citations
A new concept for designing corporate knowledge bases is proposed that integrates the probabilistic vector space of a corporate vocabulary, reflect-ing industry specifics, subject focus, terminology, and culture, with traditional ontological modeling, and enables the efficient extraction of knowledge from accumulated c...
A. Alifanova, E. Benderskaya· 0 citations
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