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Качественные данные и дилеммы аналитика
Гл. 1. С. 15–31.
In book
Aleksandrova M., Govorova A., Nefedova A., Polukhina E., Рудь Д. С., Savinskaya O., Strelnikova A., Trotsuk I. М.: Издательский дом НИУ ВШЭ, 2023.
Dvoynikova A., Кондратенко К. О., Известия высших учебных заведений. Приборостроение 2023 Т. 66 № 10 С. 818–827
Аннотация. Исследован актуальный в различных областях вопрос распознавания эмоций в транскрипциях речи. Проанализировано влияние методов предобработки (удаление стоп-слов, лемматизация, стемминг) на точность распознавания эмоций в текстовых данных на русском и английском языках. Для проведения экспериментальных исследований использовались орфографические транскрипции диалогов из многомодальных корпусов RAMAS и CMU-MOSEI на русском и английском языке соответственно. Аннотирование этих корпусов ...
Added: April 25, 2026
Barkhatova L., В кн.: Человек в информационном обществе: сборник материалов третьей международной научно-практической конференции, посвящённой 80-летию Победы в Великой Отечественной войне, 23–26 апреля 2025 года, г. Самара.: Самара: Самарский национальный исследовательский университет имени академика С.П. Королева, 2025. С. 94–98.
The analytical possibilities of using semantic network analysis in qualitative research are considered. A scheme for constructing a semantic map and its integration with the results of the qualitative stage is proposed. It is shown that the implementation of semantic networks for analyzing qualitative data enables validation of conclusions. ...
Added: January 25, 2026
Vashchenko V., Социология: методология, методы, математическое моделирование 2023 № 56 С. 69–112
The steady increase in the popularity of social media as a means of communication actualizes methodological issues related to processing of short texts with less semantic context than large corpora, which are widely used for training and testing machine learning models for textual data. Topic modeling, an unsupervised machine learning technique aimed at aggregating texts ...
Added: December 7, 2023
Polukhina E., В кн.: Практики анализа качественных данных в социальных науках.: М.: Издательский дом НИУ ВШЭ, 2023. С. 8–12.
Введение в книгу "Практики анализа качественных данных в социальных науках" (2023) ...
Added: January 27, 2023
Kuzmina A., Лифшиц М. А., Kostenko V., Современная зарубежная психология 2022 Т. 11 № 1 С. 104–115
The use of modern methods of computational linguistics in psychological research opens up new possibilities both for the study of personality and language and for the development of psychodiagnostics methods. This article discusses the main possible directions of such research, as well as non-obvious nuances that are important in their planning. Maximum use of the ...
Added: April 18, 2022
Sirotin V., Arkhipova M., , in: The Proceedings of the 17th European Conference on Research Methodology for Business and Management Studies ECRM 2018.: The University of Roma TRE Rome, 2018. P. 372–379.
Most of index construction techniques combine measured features presenting different components of the index. To obtain the correct weights of the features is a matter of great importance. Widely used principal component analysis allows us to do without training sample. It settles the weight of the feature according to its variability. But this method works ...
Added: October 28, 2019
Orlova G., Topos (Философско-культурологический журнал) 2017 № 1-2 С. 93–110
Автор рассматривает условия возможности освоения позиции цифрового куратора современным гуманитарием. ...
Added: February 14, 2019
Orlova G., Kasatkina A., Russian Journal of Communication 2017 Т. 9 № 3 С. 328–335
In the age when data became big, the epistemological role of scaling and digital mechanism of datafication came to be on the agenda even in the areas of knowledge traditionally skeptical about any computations. Based on the example of the Obninsk digital project, the authors show how enlargement of data and new operations with them ...
Added: February 13, 2019
Oberemko O. A., Чой В. И., Социологические исследования 2017 № 6 С. 57–67
The article reveals actual indicators of the quality of life (QoL) in urban settlements of Russian regions. An overview of relevant - classical and recently published - sources is presented, in which the main theoretical components of QoL are analyzed in the perspective of their operationalization; basic concepts used in the measurement of QoL are ...
Added: April 15, 2017
M.: Higher School of Economics Publishing House, 2011.
Concept discovery is a Knowledge Discovery in Databases (KDD) research field that uses human-centered techniques such as Formal Concept Analysis (FCA), Biclustering, Triclustering, Conceptual Graphs etc. for gaining insight into the underlying conceptual structure of the data. Traditional machine learning techniques are mainly focusing on structured data whereas most data available resides in unstructured, often ...
Added: December 3, 2012