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Towards Automatic Modelling of Thematic Domains of a National Literature: Technical Issues in the Case of Russian
P. 313-323.
Publication based on the results of:
Vadim Voskresenskiy, Kirill Sukharev, Ilya Musabirov et al., , in : Lecture Notes in Computer Science. Vol. 8852: SocInfo 2014 International Workshops, Barcelona, Spain, November 11, 2014, Revised Selected Papers.: NY : Springer, 2015. P. 52-55.
In this paper we explore main patterns of communication and cooperation in online groups created by residents of apartment buildings in St.Petersburg in social networking site “VK”. Using word-frequency analysis and Latent Dirichlet Allocation (LDA) we discovered main discussion topics in online groups. We have also found that communication of neighbors in these groups is ...
Added: November 7, 2014
Svetlana S. Bodrunova, Koltsova O., Sergey Koltcov et al., International Journal of Communication 2017 Vol. 11 P. 3242-3264
Communication in social media is increasingly being found to reproduce or even reinforce ethnic prejudice and hostility toward migrants. In Russia of the 2010s, with its world’s second largest immigrant population, polls have detected high levels of hostility of the Russian population toward migranty (migrants), a label attached to resettlers from Central Asia and the ...
Added: October 4, 2017
Ismakaeva I., Kornienko S., Gagarina D. et al., , in : Science and Global Challenges of the 21st Century - Science and Technology: Proceedings of the International Perm Forum “Science and Global Challenges of the 21st Century”. : Springer, 2022. Ch. 342. P. 919-926.
Added: October 14, 2021
Matkin N. A., Коммуникации. Медиа. Дизайн 2024
The article offers an analysis and visualization of Russian city images that emerge in the comments of urban community subscribers and posts from administrative press services. The city image is regarded as a frame structure that develops through political and interpersonal communication in the network. The social component of the city image is identified as ...
Added: November 15, 2023
Shakina E., Molodchik M., Parshakov P., Russian Management Journal 2020 Vol. 18 No. 3 P. 433-456
The study offers a structural literature review on the twenty years the evolution of the fast-growing research topic of intellectual capital (IC) and intangible-driven performance. Despite a rather short independent history, the IC concept has undergone a substantial transformation, bringing to the discussion vast empirical and methodological literature. Several endeavors carrying out literature review studies ...
Added: January 13, 2021
Springer, 2021
This book constitutes the proceedings of the 19th Russian Conference on Artificial Intelligence, RCAI 2021, held in Moscow, Russia, in October 2021.
The 19 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 80 submissions. The conference deals with a wide range of topics, categorized into the following topical ...
Added: October 28, 2021
Dereza O., , in : Proceedings of Third Workshop "Computational linguistics and language science". Issue 4.: Manchester : EasyChair, 2019. P. 113-124.
Lemmatisation, which is one of the most important stages of text preprocessing, consists in grouping the inflected forms of a word together so they can be analysed as a single item. This task is often considered solved for most modern languages irregardless of their morphological type, but the situation is dramatically different for ancient languages. Rich inflectional system and ...
Added: December 12, 2018
Fischer F., Trilcke P., Kittel C. et al., , in : Digital Humanities 2018: Book of Abstracts / Libro de resúmenes. : Mexico : Red de Humanidades Digitales A. C., 2018. P. 193-201.
This paper brings together several approaches for the quantitative analysis of characters in literary texts, discusses the potential of a multidimensional description beyond top characters (protagonists) and suggests an approach for typologising quantitative dominance relations within the cast of a drama. ...
Added: August 12, 2018
[б.и.], 2021
Added: November 22, 2021
Borisov V., Smilyanskaya E., ВИВЛIОθИКА: E-Journal of Eighteenth-Century Russian Studies 2021 Т. 9 С. 8-19
This paper presents the results of an educational and research project entitled “Russia in the Western European Press of the Eighteenth Century.” Between 2016 and 2020 students from The Higher School of Economics University in Moscow translated texts of eighteenth-century Western European periodicals related to Russia. In the first part,the authors describe how this work ...
Added: February 22, 2022
Krasnoyarsk : Siberian Federal University, 2017
The conference has a three-fold focus: to introduce recent advances in Russia, to make international research known to the Russian DH community, and contribute to developing the Russian DH Network, a Partner Organization to the European Association of Digital Humanities. The conference will cover a wide range of topics in digital humanities. ...
Added: December 7, 2017
I. K. Kusakin, Fedorets O. V., A. Y. Romanov, Scientific and Technical Information Processing 2023 Vol. 50 No. 3 P. 176-183
This paper discusses modern approaches to natural language processing and the application of machine learning models to the task of classifying short scientific texts in Russian. This study is devoted to the analysis of methods for vectorization of textual information, selection of a model for scientific paper clas- sification, and training of linguistic model BERT ...
Added: November 4, 2023
Koltsova O., Pashakhin S., Media, War and Conflict 2020 Vol. 13 No. 3 P. 237-257
Although conflict representation in media has been widely studied, few attempts have been made to perform large-scale comparisons of agendas in the media of conflicting parties, especially for armed country-level confrontations. In this paper, we introduce quantitative evidence of agenda divergence between the media of conflicting parties in the course of the Ukrainian crisis 2013–2014. ...
Added: December 4, 2017
CEUR Workshop Proceedings, 2020
N/A ...
Added: February 1, 2021
Kuzminov I., Bakhtin P. D., Timofeev A. et al., Scientific and Technical Information Processing 2021 Vol. 48 No. 6 P. 467-475
This paper provides an overview of the latest natural language processing (NLP) technologies that can be applied in strategic analytics. The main problems in this field and specific tasks that can be solved using NLP tools are investigated. The main areas of application of these tools are considered. Recent advancements in NLP are discussed and ...
Added: March 23, 2022
Tikhonova M., Elina Telesheva, Mirzoev S. et al., , in : 2021 International Conference Engineering and Telecommunication (En&T). : IEEE, 2022. P. 1-6.
Style transfer is an important and a rapidly developing of Natural Language Processing. This days more and more methods and models are proposed which allow us to generate text in predefined style. In this paper we propose a framework for style transfer of “Friends” TV series. The trained models are able to mimic one of ...
Added: May 21, 2022
Koltsov S., Ignatenko V., Boukhers Z. et al., Entropy 2020 Vol. 22 No. 4 P. 1-13
Topic modeling is a popular technique for clustering large collections of text documents. A variety of different types of regularization is implemented in topic modeling. In this paper, we propose a novel approach for analyzing the influence of different regularization types on results of topic modeling. Based on Renyi entropy, this approach is inspired by ...
Added: April 1, 2020
Koltsov S., Koltsova O., Nikolenko S. I., , in : Proceedings of WebSci '14 ACM Web Science Conference, Bloomington, IN, USA — June 23 - 26, 2014. : NY : ACM, 2014. P. 161-165.
Topic modeling, in particular the Latent Dirichlet Allocation (LDA) model, has recently emerged as an important tool for understanding large datasets, in particular, user-generated datasets in social studies of the Web. In this work, we investigate the instability of LDA inference, propose a new metric of similarity between topics and a criterion of vocabulary reduction. ...
Added: October 17, 2014
Mavrin A., Filchenkov A., Koltsov S., , in : Artificial Intelligence and Natural Language, 7th International Conference, AINL 2018, St. Petersburg, Russia, October 17–19, 2018, Proceedings. Issue 930.: Switzerland : Springer, 2018. P. 117-129.
Added: November 30, 2018
Kuzminov I., Bakhtin P. D., Timofeev A. et al., Искусственный интеллект и принятие решений 2020 № 1 С. 3-16
The article is devoted to a review of the latest natural language processing (NLP) technologies that can be applied in strategic analytics. The introduction discusses the main problems in this area and specific tasks that can be solved using NLP tools. The article provides an overview of the main application areas in which these tools ...
Added: May 6, 2020
Можаева Г.В., Захарова У.С., Можаева П. Н. et al., Национальный исследовательский Томский государственный университет , 2016
Монография основана на результатах исследования современных тенденций развития цифровых гуманитарных наук, активно использующих потенциал информационных технологий для исследовательских задач, решение которых имеет принципиальное значение для определения потенциала, масштабов и последствий развития цифровых технологий. Материалы монографии включают в себя как науковедческий анализ Digital Humanities, так и результаты исследования отдельных направлений DH и модельного применения прикладных методов ...
Added: March 23, 2022
Lyagushkina L., Историческая информатика. Информационные технологии и математические методы в исторических исследованиях и образовании 2022 № 1 С. 128-139
The article describes various approaches to the classification of occupations in historical research, using the example of the database "Victims of political terror in the USSR". A brief overview of the methods by which this problem was previously solved is given: from manual assignment of certain occupations and professions of the repressed to different social ...
Added: April 29, 2022
Бойченко А. Е., Zhuchkova S., Журнал социологии и социальной антропологии 2020 Т. 23 № 2 С. 130-165
Th e study presents an attempt of the complex exploratory analysis of Russian rap based on the corpus of texts of the Russian-language songs of this genre. Th e corpus contains more than 11,000 texts that vary in their date of creation and popularity by more than 500 artists collected by automatically extracting data from web ...
Added: August 12, 2020