Natural language processing in systems with computer-aided knowledge testing

E. A. Miroshnichenko, P. F. Korshunov

Результат исследований: Материалы для книги/типы отчетовМатериалы для конференции

Аннотация

In the sphere of distance learning, computer-aided knowledge testing (CAKT) is widely used. The state of affairs in the field of CAKT systems is analyzed in this paper. It is shown that widespread "elective" tests have a number of essential disadvantages. The authors offer an approach permitting one to use natural language processing as one of the major CAKT components. The main idea of the approach consists in high-tech matching of a student's answer with the answer template given by the instructor. In addition, text information obtained from electronic textbooks and books on the course and transformed into a semantic network can be used when evaluating students' work. Necessary methods and algorithms were designed. The authors also offer software implementing the methods developed. This software can be built as a subsystem into electronic textbooks, electronic courses and other CAKT systems. The results obtained allow one to believe in appropriateness of the approach for actual usage.

Язык оригиналаАнглийский
Название основной публикации5th Korea-Russia International Symposium on Science and Technology - Proceedings: KORUS 2001
ИздательInstitute of Electrical and Electronics Engineers Inc.
Страницы105-108
Число страниц4
Том1
ISBN (электронное издание)0780370082, 9780780370081
DOI
СостояниеОпубликовано - 2001
Событие5th Korea-Russia International Symposium on Science and Technology, KORUS 2001 - Tomsk, Российская Федерация
Продолжительность: 26 июн 20013 июл 2001

Конференция

Конференция5th Korea-Russia International Symposium on Science and Technology, KORUS 2001
СтранаРоссийская Федерация
ГородTomsk
Период26.6.013.7.01

ASJC Scopus subject areas

  • Clinical Biochemistry
  • Computer Networks and Communications
  • Biotechnology
  • Civil and Structural Engineering
  • Mechanics of Materials
  • Electronic, Optical and Magnetic Materials
  • Materials Chemistry
  • Surfaces, Coatings and Films

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  • Цитировать

    Miroshnichenko, E. A., & Korshunov, P. F. (2001). Natural language processing in systems with computer-aided knowledge testing. В 5th Korea-Russia International Symposium on Science and Technology - Proceedings: KORUS 2001 (Том 1, стр. 105-108). [975069] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/KORUS.2001.975069