Using Semantic Pattern Method for Evaluating Foreign Language Texts of Mineral Resources Profile

The purpose of the article is to develop and evaluate the effectiveness of an algorithm for finding and isolating semantic text patterns to automate online searches and assess professionally oriented training texts used in the education process at foreign language departments in mineral resources universities. The paper presents an algorithm for text analysis with identification of domain semantic patterns, classification of texts relative to industrial subdomains, calculation of text proximity metrics to industrial subdomains and their assessment according to the degree of this proximity.

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Publication Details

Journal
XLinguae
Published
2025-04-01
DOI
https://doi.org/10.18355/xl.2025.18.02.06
Primary Topic
Engineering and Environmental Studies
Type
article
Field-Weighted Citation Impact
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article

Using Semantic Pattern Method for Evaluating Foreign Language Texts of Mineral Resources Profile

Yuliya Murzo
XLinguae
Engineering and Environmental Studies
article

Using Semantic Pattern Method for Evaluating Foreign Language Texts of Mineral Resources Profile

Yuliya Murzo
article en

Abstract

The purpose of the article is to develop and evaluate the effectiveness of an algorithm for finding and isolating semantic text patterns to automate online searches and assess professionally oriented training texts used in the education process at foreign language departments in mineral resources universities. The paper presents an algorithm for text analysis with identification of domain semantic patterns, classification of texts relative to industrial subdomains, calculation of text proximity metrics to industrial subdomains and their assessment according to the degree of this proximity.

XLinguaeVol. 18(2)
Openalex Percentile: Top 87%
Engineering and Environmental Studies
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Using Semantic Pattern Method for Evaluating Foreign Language Texts of Mineral Resources Profile — Yuliya Murzo · XLinguae (2025) | TGRS Research Map | TGRS