Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on Biology
Two methods of automatic extraction of terms are considered in the research. An experiment on the basis of educational texts from biology textbooks, that are used in state schools of Russia, is carried out. The way of evaluation of the proposed methods for correspondence of analyzed parameters to va...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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FRUCT
2023-05-01
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| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://www.fruct.org/publications/volume-33/fruct33/files/Ism.pdf |
| _version_ | 1797807505353474048 |
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| author | Ilia Tomin Elvira Sharifullina Farida Ismaeva |
| author_facet | Ilia Tomin Elvira Sharifullina Farida Ismaeva |
| author_sort | Ilia Tomin |
| collection | DOAJ |
| description | Two methods of automatic extraction of terms are considered in the research. An experiment on the basis of educational texts from biology textbooks, that are used in state schools of Russia, is carried out. The way of evaluation of the proposed methods for correspondence of analyzed parameters to validation values is offered. |
| first_indexed | 2024-03-13T06:23:30Z |
| format | Article |
| id | doaj.art-39e13e462305414081ba484d6a27999c |
| institution | Directory Open Access Journal |
| issn | 2305-7254 2343-0737 |
| language | English |
| last_indexed | 2024-03-13T06:23:30Z |
| publishDate | 2023-05-01 |
| publisher | FRUCT |
| record_format | Article |
| series | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| spelling | doaj.art-39e13e462305414081ba484d6a27999c2023-06-09T11:41:51ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372023-05-013319510010.23919/FRUCT58615.2023.10143073Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on BiologyIlia Tomin0Elvira Sharifullina1Farida Ismaeva2Kazan Federal UniversityKFUKazan Federal UniversityTwo methods of automatic extraction of terms are considered in the research. An experiment on the basis of educational texts from biology textbooks, that are used in state schools of Russia, is carried out. The way of evaluation of the proposed methods for correspondence of analyzed parameters to validation values is offered.https://www.fruct.org/publications/volume-33/fruct33/files/Ism.pdfnatural language processing ner term extraction corpus linguistics text complexity n-gram |
| spellingShingle | Ilia Tomin Elvira Sharifullina Farida Ismaeva Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on Biology Proceedings of the XXth Conference of Open Innovations Association FRUCT natural language processing ner term extraction corpus linguistics text complexity n-gram |
| title | Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on Biology |
| title_full | Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on Biology |
| title_fullStr | Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on Biology |
| title_full_unstemmed | Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on Biology |
| title_short | Comparison of Algorithms for Automatic Terminology Extraction on Material of Educational Texts on Biology |
| title_sort | comparison of algorithms for automatic terminology extraction on material of educational texts on biology |
| topic | natural language processing ner term extraction corpus linguistics text complexity n-gram |
| url | https://www.fruct.org/publications/volume-33/fruct33/files/Ism.pdf |
| work_keys_str_mv | AT iliatomin comparisonofalgorithmsforautomaticterminologyextractiononmaterialofeducationaltextsonbiology AT elvirasharifullina comparisonofalgorithmsforautomaticterminologyextractiononmaterialofeducationaltextsonbiology AT faridaismaeva comparisonofalgorithmsforautomaticterminologyextractiononmaterialofeducationaltextsonbiology |