Fuzzy decision support system for english language teaching with corpus data
Corpus data from the past and novice observations are useful in improving the adeptness of English language teaching in high schools. Optimization methods support this adeptness through fine-tuning processes acquired from the corpus data. Hence, this article introduces a Progression-focused Teaching...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-03-01
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| Series: | Egyptian Informatics Journal |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S1110866525000040 |
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| author | Meilin Huang |
| author_facet | Meilin Huang |
| author_sort | Meilin Huang |
| collection | DOAJ |
| description | Corpus data from the past and novice observations are useful in improving the adeptness of English language teaching in high schools. Optimization methods support this adeptness through fine-tuning processes acquired from the corpus data. Hence, this article introduces a Progression-focused Teaching System (PTS) optimized by Fuzzy Decision (FD). This system focuses on identifying and providing solutions for lexical placement errors. Focusing on the progression of English teaching with high-quality outputs, lexical arrangement, and error reduction is pursued. The fuzzy decision system identifies a maximum precision output from the possible lexical placement in teaching vocabulary. In this decision process, the teaching efficiency towards the specific output is tuned through personalized training recommendations. The fuzzy output is used to benchmark the maximum precision output for further teaching references. Therefore, a consistent progression in teaching English vocabulary is attained by rectifying the errors in the previous corpus inputs. |
| format | Article |
| id | doaj-art-55c217267cdd42969fb655f0c0184c63 |
| institution | Kabale University |
| issn | 1110-8665 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Egyptian Informatics Journal |
| spelling | doaj-art-55c217267cdd42969fb655f0c0184c632025-01-27T04:21:45ZengElsevierEgyptian Informatics Journal1110-86652025-03-0129100612Fuzzy decision support system for english language teaching with corpus dataMeilin Huang0School of Foreign Languages, Guangzhou Xinhua University, Dongguan 523133 ChinaCorpus data from the past and novice observations are useful in improving the adeptness of English language teaching in high schools. Optimization methods support this adeptness through fine-tuning processes acquired from the corpus data. Hence, this article introduces a Progression-focused Teaching System (PTS) optimized by Fuzzy Decision (FD). This system focuses on identifying and providing solutions for lexical placement errors. Focusing on the progression of English teaching with high-quality outputs, lexical arrangement, and error reduction is pursued. The fuzzy decision system identifies a maximum precision output from the possible lexical placement in teaching vocabulary. In this decision process, the teaching efficiency towards the specific output is tuned through personalized training recommendations. The fuzzy output is used to benchmark the maximum precision output for further teaching references. Therefore, a consistent progression in teaching English vocabulary is attained by rectifying the errors in the previous corpus inputs.http://www.sciencedirect.com/science/article/pii/S1110866525000040English teachingFuzzy decisionLexical arrangementVocabulary improvement |
| spellingShingle | Meilin Huang Fuzzy decision support system for english language teaching with corpus data Egyptian Informatics Journal English teaching Fuzzy decision Lexical arrangement Vocabulary improvement |
| title | Fuzzy decision support system for english language teaching with corpus data |
| title_full | Fuzzy decision support system for english language teaching with corpus data |
| title_fullStr | Fuzzy decision support system for english language teaching with corpus data |
| title_full_unstemmed | Fuzzy decision support system for english language teaching with corpus data |
| title_short | Fuzzy decision support system for english language teaching with corpus data |
| title_sort | fuzzy decision support system for english language teaching with corpus data |
| topic | English teaching Fuzzy decision Lexical arrangement Vocabulary improvement |
| url | http://www.sciencedirect.com/science/article/pii/S1110866525000040 |
| work_keys_str_mv | AT meilinhuang fuzzydecisionsupportsystemforenglishlanguageteachingwithcorpusdata |