This study aims to analyze linguistic discourse models in German and Uzbek using AHP, TF-IDF, syntacticdependency, and network analysis. It also proposes a ranking-based evaluation method to identify discourse structuresand assess their hierarchical signifcance. By integrating computational linguistic techniques with a mixed-methodapproach, the study develops a structured discourse ranking framework, classifying linguistic prominence into multiplelevels.Key linguistic features including lexical cohesion, syntactic complexity, and semantic density are examined alongsidecontextual relevance to sustain discourse patterns. The proposed framework enhances discourse modeling and facilitatesin-depth research using the AHP-TF-IDF methodology to explore, analyze, and summarize the linguistic structures shapedby various contextual and syntactic factors.This research contributes to resolving discourse-related challenges faced by Uzbek and German speakers in academicand professional contexts by addressing computational limitations, linguistic typological differences, and structuralconstraints. Additionally, it bridges the gap between applied discourse studies and broader linguistic research byaddressing cross-linguistic discourse variations.By focusing on comparative linguistic analysis, this study establishes a stronger foundation for evaluating, comparing, andovercoming the challenges of linguistic model adaptation. It offers insights benefcial to both researchers and languagepractitioners across different linguistic backgrounds.
| Mualliflar | Rakhmonov Abdulaziz Batir ugli |
|---|---|
| Jurnal | Innovation science and technologiy |
| Nashr sanasi | 2025-03-01 |
| Jild | 1 |
| Son | 2 |
| Betlar | 36-42 |
| Til | Ingliz |
| DOI | 10.5281/zenodo.17417781 |
DOI: 10.5281/zenodo.17417781 · Maqolaning asl sahifasi
Cross-linguistic Discourse Modeling, AHP-TF-IDF Framework, Computational Linguistics, Hierarchical Discourse Ranking, Syntactic Dependency Analysis, Network-Based Discourse Evaluation, Lexical Cohesion, Semantic Density.
This study aims to analyze the effectiveness of innovative marketing strategies in retail enterprises by employingquantitative methods, qualitative evaluation, and predictive modeling analysis. Emphasis is placed on…
Digital neighborhoods and intelligent systems have facilitated the development of various smart urbanframeworks, offering signifcant economic, environmental, and social benefts. Advancements in intelligent…
Strengthening a business brand to stand out among competitors is a key priority for management today,regardless of the company's form, where assets play a crucial role. Every stakeholder should recognize the…
Investment flow and fscal health represent critical indicators of a region’s fnancial and economic stability,shaped by multiple macroeconomic factors. In recent years, data-driven policy decisions have become a…
This study aims to analyze the effectiveness of authentic materials for English for Specifc Purposes (ESP)students in tourism and hospitality by applying regression analysis, correlation analysis, and factor analysis…
This article analyzes the organizational and economic mechanisms for enhancing the efciency of energyindustry enterprises and their key components. The focus is on research in areas such as the sustainable developmentof…
This study aims to analyze the marketing performance of confectionery enterprises by applying regression,correlation, and descriptive statistical analysis. Additionally, it seeks to develop a systematic evaluation…
This article examines indicators that represent the standard of living of the population in Uzbekistan and formsof observation of statistics on the standard of living of the population. It is aimed at studying the…
The development of the banking services market in the digital era demands a strategic approach that integratesmodern marketing techniques to enhance competitiveness, customer engagement, and fnancial stability. This…
This article analyzes the formation of image as a key element in the strategic development of higher educationinstitutions (HEIs). In today's educational landscape, HEIs face the challenge of creating and sustaining a…