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Research at Burgas Free University >
2. Издания на БСУ от международни конференции / Collection of Papers of BFU from International Conferences >
2020. Дигитални трансформации, медии и обществено включване >
Технически и транспортни решения за дигиталната трансформация; ИТ в съвременния дигитален свят >
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http://research.bfu.bg:8080/jspui/handle/123456789/1137
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| Title: | TEXT MINING ВЪВ ВИРТУАЛНОТО ОБРАЗОВАТЕЛНО ПРОСТРАНСТВО |
| Other Titles: | TEXT MINING IN VIRTUAL EDUCATIONAL SPACE |
| Authors: | Орозова, Даниела |
| Keywords: | data analytics
virtual education space
text mining
e-learning |
| Issue Date: | 2020 |
| Publisher: | Бургаски свободен университет, 8000 Бургас, ул. "Сан Стефано" №62 |
| Series/Report no.: | Издание 2020;с. 351-357 |
| Abstract: | The main goal of the report is to show the impact of Data Analytics in the field of
educational space. An approach for automatic analysis of documents used by students in
the learning process is proposed. By extracting meaningful words, the analyzed documents are defined as related or unrelated to the subject area of study. The algorithm is based on domain ontologies and the creation of classifiers using the Naive Bayes, Random Forest and Logistic regression tools of the Orange Data Mining system. The processing of the obtained data will lead to the study of the basic behavioral patterns and trеnds that characterize successful learning. |
| URI: | http://research.bfu.bg:8080/jspui/handle/123456789/1137 |
| ISBN: | 978-619-7126-92-1 |
| Appears in Collections: | Технически и транспортни решения за дигиталната трансформация; ИТ в съвременния дигитален свят
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