?
Hotel Value Dimensions and Tourists' Perception of the City. The Case of St. Petersburg
P. 341–346.
Nikita Kaspruk, Olga Silyutina, Karepin V.
In press
In this work in progress, we analyze how perceived hotel value dimensions and the perception of city sights are connected with categories of hotels. Applying a topic modelling algorithm to 21,165 reviews from 201 hotels located in Saint Petersburg, we show that clients of hotels of different categories pay attention to different value dimensions. Analyzing local aspect of value perception, we show how existing differences in perceiving the city by guests of the hotels can be explained in terms of the diversity of the socioeconomic status of clients.
Keywords: стратификацияtopic modelingstratificationтематическое моделированиеhotelsотелиtourist's reviews
Publication based on the results of:
Nemirovskaya A., Муничкина О. П., Вестник Института социологии 2026 Т. 17 № 1 С. 183–208
This paper examines media representation of environmental problems in six Russian regions through the lens of regional public pages (with official and unofficial status) on the VKontakte social network, which function as online media. Based on a content analysis of news public pages on VKontakte from six Russian regions, including both environmentally favorable and unfavorable ...
Added: April 1, 2026
Matkin N., Novikova A., Экономическая социология 2026 Т. 27 № 1 С. 92–124
In the context of the growing demand for psychological services in Russia and the spread of therapeutic culture, digital platforms like YouTube are becoming a key locus for the commercialization of emotions. However, the mechanisms of commodification, particularly concerning happiness, remain underexplored in this digital environment. This article examines how popular Russian psychological bloggers on ...
Added: February 2, 2026
Khrylchenko K., Vorontsov K. V., Automation and Remote Control 2022 Vol. 83 No. 12 P. 1908–1922
Added: November 19, 2025
Sherstinova T., Вепринцева Д. А., Человек: образ и сущность. Гуманитарные аспекты 2025 № 2(62) С. 89–108
В статье рассматриваются три разных подхода к изучению тематики повседневных разговоров: экспертная тематическая разметка и два автоматических метода (тематическое моделирование и кластеризация). Материалом для исследования послужили расшифровки русской устной повседневной речи из корпуса ОРД, подготовленные на основе звукозаписей спонтанных разговоров, выполненных в естественных коммуникативных ситуациях (дома, на работе, в учебном заведении, в магазине, в поликлинике ...
Added: September 3, 2025
Sikachev A., Veselova A., Управленец 2026 Vol. 17 No. 1 P. 65–83
As small and medium-sized enterprises (SMEs) strive for expansion beyond their domestic borders, the appeal of international markets is undoubtedly attractive. However, there are often numerous obstacles to this journey, which can be complex for companies without experience in international expansion. This article aims to fill the existing gap in the literature by thoroughly analyzing ...
Added: August 21, 2025
Markin M., Vishnyakova V., Regional Research of Russia 2025 Vol. 15 No. 1 P. 124–131
The article raises the question of how holding a major sporting event in a relatively small regional center changes the business environment for local businesses. Saransk serves as an empirical example, the capital of the Republic of Mordovia, which in 2018 became one of the host cities of the FIFA World Cup. The research methodology ...
Added: June 24, 2025
Buzmakov A. V., Kirpishchikov D., Naidenova I. N. et al., Вестник Санкт-Петербургского университета. Серия 10. Прикладная математика. Информатика. Процессы управления 2025 Т. 21 № 1 С. 75–91
An approach has been developed to identify risks associatedwith companies’ environmentalimpact, social responsibility, and governance quality (Environmental, Social, and Governance - ESG risks) based on textual information about the company. To achieve this, a modification of the SBERT language model is proposed with a clearly defined distance functionfor the embedding space. The model is trained on ...
Added: June 6, 2025
Smirnov N., Higher Education 2026 Vol. 91 No. 3 P. 993–1021
Doctoral education has undergone significant transformations over the past two decades, driven by massification, internationalization, and the diversification of training models. These shifts have led to a growing body of research on doctoral education, yet little is known about the overarching thematic and geographical trends shaping this field. This study applies computational natural language processing ...
Added: May 26, 2025
Volkova N., Бордунос А. К., Чикер В. А. et al., Социальная психология и общество 2025 Т. 16 № 1 С. 5–27
Objective. Identify key topics presented in contemporary research on the relationship between social capital and generational differences in organizations, utilizing digital processing approaches on a dataset of scientific publications.
Background. The emergence of new technologies, labor migration, and the involvement of representatives of different generations in labor activities have highlighted the process of continuous socialization of individuals in ...
Added: May 5, 2025
Егоров В. Ю., Philippov I., Akhremenko A. S., Мониторинг общественного мнения: Экономические и социальные перемены 2025 № 1 С. 214–239
The focus of the work is related to the public perception of government practices within the framework of digitalization policy. Electronic practices of interaction with the government have long been widespread among most Russians. This is confirmed by both public opinion polls and Russia’s high positions in the world rankings of e-government development. In this ...
Added: May 1, 2025
Vozhik E., Maslinsky K., Lisiukov R., CEUR Workshop Proceedings 2024 P. 938–949
The article focuses on the systemic effects of censorship that manifest themselves in the content of published materials that successfully passed the censorship filters. We understand censorship as a special kind of collective imagination about the (in)acceptable, inherent in a particular political context and influencing the decision-making logic by different actors. The idea is that ...
Added: April 3, 2025
Вожик Е. И., Лисюков Р. А., Шаги/Steps 2024 № 3 С. 178–206
The article discusses the thematic range of feuilletons featuring the New Poet published in the Sovremennik magazine between 1847 and 1862, as well as the changes in their thematics over time. An analysis of the content of these feuilletons shows that their authors, including Ivan Panaev, were well aware of the existing tradition of the ...
Added: April 3, 2025
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
Gorshkov S., Ilyushin E., Chernysheva A. et al., International Journal of Open Information Technologies 2021 Vol. 9 No. 5 P. 12–17
Topic modeling is one of the most widely used methods in text analysis. It can be used to select topics as well as to find the topics distributed in each document from the corpus. In this article, we present a method for clustering communities in the social network VKontakte (the most popular Russian social network) ...
Added: December 25, 2024
Kolmogorova A., Колмогорова П. А., Куликова Е. Р., Вестник Томского государственного университета 2024 № 508 С. 65–76
Статья посвящена описанию специфики дискурсивизации темы войны в песнях о Великой
Отечественной войне, выпущенных звукозаписывающей компанией «Мелодия» за четыре десятилетия ХХ в.:
60-е, 70-е, 80-е, 90-е годы. Применение методов компьютерной лингвистики позволило получить данные о
специфике распределения тем в текстах песен каждого из десятилетий и о ведущей эмоциональной
тональности. Выявлено, что, в целом, особенности дискурсивной репрезентации темы войны в ...
Added: November 29, 2024