60621

Автор(ы): 

Автор(ов): 

4

Параметры публикации

Тип публикации: 

Доклад

Название: 

The approach to minimize the impostor method errors in the author identification open problem

ISBN/ISSN: 

1613-0073

Наименование конференции: 

  • R. Piotrowski's Readings in Language Engineering and Applied Linguistics (PRLEAL-2019)

Наименование источника: 

  • CEUR Workshop Proceedings (Proceedings of the International Conference " R. Piotrowski's Readings in Language Engineering and Applied Linguistics")

Обозначение и номер тома: 

vol. 2552

Город: 

  • Санкт-Петербург

Издательство: 

  • CEUR-WS

Год издания: 

2020

Страницы: 

60-72
Аннотация
The article discusses the open problem of authorship identification, when the analyzed text can be written by one of known authors or an unknown author. For identification, the impostor method with a large number of external texts is used. A practical approach to achieve the minimum arithmetic mean of errors of the first and second kinds based on joint selection of the values of two parameters of the method is proposed. The experimental results are given for texts in Russian and Arabic. In the experimental results, the minimum arithmetic mean of errors is achieved when the length of the texts-impostors is equal to the average length of the texts of the author’s collections.

Библиографическая ссылка: 

Исхакова А.О., Мельников С.Ю., Круглова С.И., Сидоров Е.М. The approach to minimize the impostor method errors in the author identification open problem / CEUR Workshop Proceedings (Proceedings of the International Conference " R. Piotrowski's Readings in Language Engineering and Applied Linguistics"). СПб.: CEUR-WS, 2020. vol. 2552. С. 60-72.