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

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-III 2024); Krasnoyarsk; Krasnoyarsk

Год издания: 2025

Идентификатор 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 methodПоказать полностьюis 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.

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Издание

Журнал: ITM Web of Conferences

Номера страниц: 4010

Место издания: Krasnoyarsk

Персоны

  • Polyansky Konstantin (Siberian Federal University)
  • Kovalev Igor (Navoi State University of Mining and Technologies)

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