@article{Суворова_Смирнова_Будин_Тулупьева_Тулупьев_Абрамов_2018, title={Research Project as a Tool for Teaching Text Analysis Methods: Predicting the Post Class in the Social Network}, url={http://cte.eltech.ru/ojs/index.php/kio/article/view/1545}, DOI={10.32603/2071-2340-3-49-64}, abstractNote={<p>The article describes a student research project on predicting the class of a post on a social network based on its textual content. The features of the project are discussed as an integral part of the trajectory of teaching data analysis methods, including text analysis methods and tools that are often not included in machine learning courses. The formulation of the problem, the stages of its solution, the sequence of considering new methods as a way for solving students’ problems, as well as the used tool of the R environment are described. The possibilities of expanding the task and its modifications depending on the level of training of students are given.</p&gt;}, number={3}, journal={Computer Tools in Education}, author={Суворова, Алена Владимировна and Смирнова, Карина Руслановна and Будин, Евгений Александрович and Тулупьева, Татьяна Валентиновна and Тулупьев, Александр Львович and Абрамов, Максим Викторович}, year={2018}, month={Jun.}, pages={49-64} }