http://dspace.bsuedu.ru/handle/123456789/65238| Title: | Investigating between-word pause duration in Russian typed texts using mixture modeling based on keystroke data |
| Other Titles: | Исследование межсловных пауз в текстах на русском языке по данным кейлоггера с использованием моделей гауссовой смеси |
| Authors: | Litvinova, T. A. Molchanova, V. A. |
| Keywords: | linguistics computational linguistics keystroke logging keystroke analysis pause pause duration writing research writing processes mixture modelling |
| Issue Date: | 2024 |
| Citation: | Litvinova, T.A. Investigating between-word pause duration in Russian typed texts using mixture modeling based on keystroke data / T.A. Litvinova, V.A. Molchanova // Научный результат. Сер. Вопросы теоретической и прикладной лингвистики. - 2024. - Т.10, №4.-C. 147-166. |
| Abstract: | This study is the first to analyze keystroke logs of Russian typed texts utilizing Gaussian mixture models (GMM) to cluster pause duration values at between-word boundaries. By employing keystroke logs collected from 50 university students who described the views from their home windows, we conducted a cluster analysis of pause duration values before words, after words, and between words separately |
| URI: | http://dspace.bsuedu.ru/handle/123456789/65238 |
| Appears in Collections: | Т. 10, вып. 4 |
| File | Description | Size | Format | |
|---|---|---|---|---|
| Litvinova_ Investigating_24.pdf | 1.83 MB | Adobe PDF | View/Open |
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