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Topic Organization of E-hypertext Media: Corpus Driven Research
Ch. 24. P. 299–312.
This article focuses on the principles of topic analysis of electronic hypertext. E-hypertext is defined as a communicative-cognitive phenomenon, which has all the signs of textuality and is also characterized by a complex structure and non-linear connection between text fragments. We are developing an algorithm that reveals the thematic connections in the three-part elements of e-hypertext. As a result, thematic dominants in the structure of media discourse are identified, as well as two strategies of the topic organization of e-hypertext: monothematic and polythematic transitions.
In book
Shulginov V. CEUR-WS, 2020.
Antonyuk A., Vera.N.Minina, Pivovarov A. et al., Environmental Communication: A Journal of Nature and Culture 2025 Vol. 19 No. 4 P. 598–615
Activists, private companies, and nonprofits increasingly address environmental issues along with scientific and governmental bodies, each bringing valuable experience and original perspectives. However, the growing diversity of expert knowledges in environmental communication may complicate policy development and implementation. To help address this issue, we propose an account of environmental communication as a dynamic space involving ...
Added: January 14, 2025
Mitrofanova O., Kriukova A., Shulginov V. et al., , in: Artificial Intelligence and Natural Language. AINL 2020. Communications in Computer and Information ScienceBook 1292: Communications in Computer and Information Science.: Springer, 2020. Ch. 9 P. 102–114.
Added: November 17, 2021
Vorobeva M., Cultural Trends 2021
The ability of independent art spaces to create new practices in the arts is recognised, alongside with their influence on the socio-economic development of places in which they appear. Yet, art spaces remain poorly understood, as present studies look only at individual examples of these places. In this paper, using text mining methods, 1537 descriptions ...
Added: October 29, 2021
Mitrofanova O., Kriukova A., Shulginov V. et al., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. Ch. 9 P. 102–114.
Added: March 24, 2021
Milovidov S., Обсерватория культуры 2015 № 4 С. 40–45
The article analyzes some modern media communications and practice of user interaction where the “participatory discourse” appears, when the viewers can influence the process of creation of new films, series, and network projects. The users appropriate and transform different elements of the media content and collectively take part in creation of the “participatory discourse” as ...
Added: November 6, 2020
Sherstinova T., Митрофанова О. А., Скребцова Т. Г. et al., , in: Advances in Computational Intelligence: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020. Part IIVol. 12469.: Springer, 2020. P. 134–151.
The paper presents an experiment aimed at comparison of results of topic modelling via non-negative matrix factorization (NMF) with that of manual topic annotation performed by an expert. The experiment was conducted on the annotated corpus of Russian short stories of the initial three decades of the 20th century, which contains 310 stories with a ...
Added: November 1, 2020
Topic Modelling of the Russian Corpus of Pikabu Posts: Author-Topic Distribution and Topic Labelling
Mitrofanova O., Sampetova V., Mamaev I. et al., , in: Information Society: Education, Science, Culture, and Modern Technologies. (Proceedings of XXIII International Joint Conference «Internet and Modern Society», IMS-2020, St. Petersburg, 17 - 20 June 2020).: CEUR Workshop Proceedings, 2020. P. 101–116.
The paper discusses development of a corpus of Russian posts with hash tags based on Pikabu social network. We developed a balanced and representative corpus as regards the impact of certain authors, the amount and size of their posts. Our study is aimed at the development of probabilistic topic models revealing the authors’ interests and ...
Added: September 30, 2020
Denisova A., Международное правосудие 2020 Т. 34 № 2 С. 18–26
This paper examines the judgment of the European Court of Human Rights on the Magyar Yeti v. Hungary case of December 4, 2018 (application no. 11257/16) concerning the use of hyperlinks in the media. The “Magyar Yeti” complaint was based on a litigation over media coverage of a national conflict and the positions of its ...
Added: June 10, 2020
Prokofyeva E. S., Зайцев Р. Д., Бизнес-информатика 2020 Т. 14 № 1 С. 19–31
Modeling the processes in a healthcare system plays a large role in understanding its activities and serves as the basis for increasing the efficiency of medical institutions. The tasks of analyzing and modeling large amounts of urban healthcare data using machine learning methods are of particular importance and relevance for the development of industry solutions ...
Added: May 16, 2020
Shulginov V., Владивосток: Дальневосточный федеральный университет, 2015.
The book examines the electronic hypertext structure in the aspect of the theory of speech genres. Electronic hypertext is presented as a set of functionally integral unit, within which the text line to enter different types of relationships. The book analyzes the linguistic realization of links in the network blog community "Vladivostok", according to this ...
Added: November 15, 2019
Shulginov V., СибСкрипт 2016 № 4(68) С. 233–238
With digital technology, reading and writing manifest themselves as being extensively multi-sensory activity entailing perceptual, cognitive and motor interactions with digital text. The paper studies a cognitive model of an electronic hypertext, according to which the connectivity between documents has proven to play an important role in determining the communicative and cognitive activity of a ...
Added: November 15, 2019
Shulginov V., Известия Волгоградского государственного педагогического университета 2019 № 6 С. 147–151
The article presents a linguistic interpretation of the concept "electronic hypertext". The authors give philosophical and cultural prerequisites for the emergence and existence of dynamically interacting textual structures. An approach is proposed, according to which the Internet environment acts as hypermedia determining the transformation of a linear text. The principle of fragmentation of electronic hypertext ...
Added: November 15, 2019
Prokofyeva E. S., Zaitsev R., Maltseva S. V., , in: 2019 IEEE 21st Conference on Business Informatics (CBI)Vol. 1.: M.: IEEE Computer Society, 2019. P. 75–83.
Patient flow modeling in healthcare plays a large role in understanding the operation of the system and its characteristics. Besides, modeling techniques can significantly improve the effectiveness of the medical facilities. The existing level of automation in these facilities enables the accumulation of large amounts of various data. Therefore, the collected data might be considered ...
Added: September 10, 2019
Panicheva P., Mirzagitova A., Ledovaya Y., , in: Artificial Intelligence and Natural Language, 6th Conference, AINL 2017, St. Petersburg, Russia, September 20–23, 2017, Revised Selected PapersIssue 789.: Switzerland: Springer, 2018. Ch. 1 P. 3–15.
*Реализация соц. сети Facebook запрещена на территории России по основаниям осуществления экстремистской деятельности.
The goal of the current work is to evaluate semantic feature aggregation techniques in a task of gender classification of public social media texts in Russian. We collect Facebook posts of Russian-speaking users and apply them as a dataset for two topic modelling ...
Added: February 18, 2019
Petrovskiy M., Korolev V., Korchagin A. et al., Programming and Computer Software 2018 Vol. 44 No. 5 P. 353–362
Added: December 5, 2018
Nagornyy O. S., , in: Digital Transformation and Global Society Third International Conference, DTGS 2018, St. Petersburg, Russia, May 30 –June 2, 2018, Revised Selected Papers, Part IIssue 858.: Cham: Springer, 2018. Ch. P. 83–94.
The paper reveals the topic structure of ethnic discussions in the Russian-speaking social media and explores how these topics are related to the post-Soviet ethnic groups. Analyzed more than 2.6 million texts from Russian-speak- ing social media published for two-year period from 2014 to 2015 and contained at least one of the post-Soviet ethnonyms, we ...
Added: September 3, 2018
Shirokanova A., Silyutina O., , in: WebSci'18 Proceedings of the 10th ACM Conference on Web Science.: NY: ACM, 2018. P. 359–363.
Russia first introduced Internet regulation in 2012 with site blockings and then progressed to personal data retention and ban on VPNs. This makes an interesting case because online media had spread and established a parallel political agenda in Russia in the 2000s, before the onset of regulations. The focus of this study is the contents ...
Added: June 1, 2018
Goncharov D. V., Nechai V., Полития: Анализ. Хроника. Прогноз 2018 № 1 С. 65–81
Хотя по числу пользователей Твиттер заметно уступает другим действующим в нашей стране социальным сетям (прежде всего таким, как ВКонтакте и Facebook), его общественная и политическая значимость довольно велика, что обусловлено как техническими особенностями этой сети, так и спецификой общественной и политической коммуникации в современной России. На фоне жесткого государственного контроля над ключевыми медиа Твиттер представляет ...
Added: March 8, 2018
Goncharov Dmitry, Nechai Valerii, , in: Digital Transformation and Global Society. Second International Conference, DTGS 2017, St. Petersburg, Russia, June 21–23, 2017, Revised Selected Papers.: Cham: Springer, 2017. P. 270–281.
This article explores the map of political preferences of Russian Twitter users in the wake of March 2017 anti-corruption protests. So far there is little research on the political aspects of Twitter in Russia and our paper seeks to fill this gap in the scholarship. It is based on content analysis of over 45,000 tweets ...
Added: March 8, 2018
Koltsova O., Pashakhin S., / Series WP BRP "Basic research program". 2017. No. 79/SOC/2017.
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 29, 2017