Comparison of cluster and classical approaches to issuing training information in adaptive learning systems : доклад, тезисы доклада

Polyansky Konstantin; Kovalev Igor

Дополнительные ссылки: eLibrary · Источник статьи

База данных: Каталог библиотеки СФУ

Библиографическое описание: Comparison of cluster and classical approaches to issuing training information in adaptive learning systems : доклад, тезисы доклада / K. K. Polyansky, I. I. Kovalev. - [S. l. : s. n.], 2025. - Текст : непосредственный // ITM Web of Conferences : III International Workshop / Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-III 2024) (2024 ; 02.12 - 04.12 ; Krasnoyarsk). - Krasnoyarsk, 2025. - P. 4010. - DOI 10.1051/itmconf/20257204010.

Аннотация: A comparison of cluster and classical approaches to issuing training information in adaptive training systems is performed. The adaptive training method of L.A. Rastrigin based on the frequency multilingual dictionary on system analysis and information technology is taken as a basis. The quality criterion of training of this method is configured to interact with the correlation matrix of terms obtained during the frequency analysis of the collection of text corpora. The resulting cluster approach shows better results compared to the classical one in the context of issuing terms that are most relevant to the lexical goals of the learner.

Год издания: 2025

Авторы: Polyansky Konstantin , Kovalev Igor

Издательство: Krasnoyarsk

Источник: ITM Web of Conferences

Номера страниц: 4010

Держатель оригинала документа: 2Krasnoyarsk State Agrarian University, Navoi State University of Mining and Technologies, Siberian Federal University

Мероприятие: Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-III 2024) (Krasnoyarsk, 2024 ; 02.12 - 04.12)

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Comparison of cluster and classical approaches to issuing training information in adaptive learning systems : доклад, тезисы доклада
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