Media framing is an important issue in media studies and political science. Media frames have been traditionally extracted via manual content and discourse analysis. Such approach has a limited ability to deal with large text collections and is prone to subjectivity both in terms of text selection and interpretation.More...
Open database and a crowdsourcing website for development of sentiment analysis instruments (2014-2015)
Project Head: Sergey Koltsov
The project is aimed at the development of a software, a database and a sentiment lexicon that can further help create a methodology of detecting the emotional polarity of user-generated Russian language content.
Improving the Methodology of Automatic Text Analysis
Project Head: Sergey KoltsovThis project on topic modeling is focused on the analysis of text data retrieved from the blogosphere and/or social networks (posts, comments, and threads).
Online Social Networks and Success of New Enterpreneurs
The rapid development of the Internet, and in particular the emergence of social networks, affects many spheres of human activity. This largely concerns the business for which the development of online technologies is expanding the zone of influence of marketing and creates a new platform for advertising and promotion of their own product or idea.
Network Classification and Packet Switching
Project Head: Sergey Nikolenko
The modern network edge must perform a wide spectrum of tasks: deep packet inspection, firewalling, VPN services, intrusion detection and many others. These tasks may have radically different computational requirements but traditional architectures of network processors are not suitable for processing packets with heterogeneous processing requirements. Algorithms for these models have only started to be developed, and we plan to obtain new results in this field.
Network Classification and Packet Switching Mapping Ethnic Attitudes in the Russian Blogosphere (2014)
Project Head: Svetlana BodrunovaThe project ‘Mapping Ethnic Attitudes in the Russian blogosphere’is dedicated to mapping the attitudes of the Russian-language bloggers (Russian-language Livejournal segment taken as the case) to various ethnic communities, both within and outside Russia.
Recommender Systems (2014)
Project Head: Sergey NikolenkoRecommender systems analyze user interests and try to predict which items will be most interesting for a specific user at a specific moment of time. Modern recommender systems are based on collaborative filtering (Bell, Koren, 2007a; 2007b; Koren, 2008; 2009; 2010; Koren, Bell, 2011; Agarwal, Chen, Elango, 2009); they have experienced a surge of interest over the latest years based on the Netflix Prize contest devoted to developing a new movie recommendation system.
Recommender Systems (2014) AIDS Denialists and HIV-relevant Communities in Vkontakte SNS (2014)
Project Head: Peter MeylakhsThe project was devoted to the representation of the HIV/AIDS issue on group pages in the VKontakte SNS, with a focus on AIDS denialaist movement communities. This movement based on the denial of the existence of HIV or of AIDS, or of their connection presents a serious problem for the public health. Influence of AIDS-denialists leads to refusal of a part of the population from testing for HIV and/or from HIV treatment. This contributes to higher mortality from AIDS and HIV-related diseases, and further spread of HIV among the populace. Therefore, an important research goal is to see how AIDS-denialists disseminate their views on the Internet and how they are positioned among other HIV-relevant groups.
PUBLIC AGENTA AND PUBLIC OPINION IN THE RUSSIAN BLOGOSPHERE (2012-2013)
Project Head: Olessia KoltsovaThis two-year research was the main component of the Lab’s project supported by the Basic Research Program of NRU HSE in 2012 and 2013. It built upon the previous project aimed at the development of methodologies for sociological analysis of the blogosphere. The goal of this research was to describe topical structure of the blogosphere exemplified by the Russian-language LiveJournal and the relationship of this structure to other parameters of blogs.
LIVEJOURNAL LIBRA: THE BLOGOSPHERE AND POLITICAL MOBILIZATION IN RUSSIA DURING THE 2011–2012 ELECTION CYCLE (2012-2013)
Project Head: Andrey ShcherbakThe research focuses on studying political activity in the Russian blogosphere during the 2011-2012 election campaign. A special methodology, based on automatic methods of uploading, processing, and clustering blog texts, helps to answer important questions about the blogosphere’s role in the political mobilization process during the latest elections in Russia.
COMMENT-BASED COMMUNITIES IN THE BLOGOSPHERE (2011-2013)
Project Head: Olessia KoltsovaThis project supported by the Basic Research Program of NRU HSE investigated the structure of online discussions in order to uncover latent communities of socially important debate.
THE DEVELOPMENT OF A METHODOLOGY FOR THE NETWORK AND SEMANTIC ANALYSIS OF BLOGS FOR SOCIOLOGICAL PURPOSES
Project Head: Olessia Koltsova
This project, which researches the discussion of socially important topics in the Russian blogosphere, is being carried out with the support of the HSE Scientific Foundation as part of the contest ‘Teachers and Students 2011–2012’. The researchers collected and analyzed an array of Internet data. The long-term goal of this project is focused on developing a new method that would raise the quality of social Internet research to the next level.
CONSTRUCTION OF THE PROBLEM OF POLICE BRUTALITY IN THE RUSSIAN BLOGOSPHERE
Project Head: Iskander Yasaveyev
This project is a case study that is part of a larger project, ‘ Studying Construction of Social Problems in Blogs with Advanced Methods of Text and Network Analysis’, supported by the HSE Centre for Basic Research in 2012.
LIVEJOURNAL TOPICAL STRUCTURE ANALYSIS
Project Head: Olessia Koltsova
This project is a major part of the project ‘A Study of the Construction of Social Problems in BlogswihAdvancedMethods of Text and Network Analysis’, carried out as part of the thematic plan of the Centre for Basic Research in 2012. This methodological project was aimed at social scientist instruments for sociological research of socially important issues discussed in blogs. The research identified discussion themes in blogs during a particular time period.
Student and Postgraduate Projects
FRIENDSHIP NETWORKS IN ONLINE COMMUNITIES OF THE SOCIAL MOVEMENT "SAINT PETERSBURG OBSERVERS" (2012)
Project Head: Yuri RykovThis individual mini-project is part of Lab research on online communities that also includes the study of AIDS dissidents by Peter Meylakhs. : The project represents a study of friendship networks inside communities of the virtual social network "Vkontakte" and their communicative activity.
COMMENTING STRUCTURE OF LIVEJOURNALProject Head: Victoria Seneva
The research was focused on finding relationships between posts and comments, and determining the basis on which commenting communities are created. The method of network analysis was applied. The following topics were chosen to test the method: the National Parliamentary elections in November 2011, the presidential elections in March 2012, and subsequent discussions in LiveJournal dedicated to these events. Because this was a pilot project, the researcher decided to analyze a sampling of no more than 1,000 posts and to manually determine the relationshipbetween bloggers and commentators.
A SENTIMENT ANALYSIS OF LIVEJOURNAL POSTS
Project Head: Yulia Pavlova
This project is carried out with the support of the HSE Academic Development Foundation in Saint Petersburg in 2012.
Sentiment analysis or tonal analysis concerns the automatic identification of the tone of a text, in other words, the prevalence in it of emotion or attitude (negative, positive, neutral, or complex). The researchers focused on the approbation of this method to determine attitudes toward the theme of Islam in blog comments made in the Russian language. The researchers adapted the Sentistrength software product to the Russian language and approbated it on Russian language data. The adaptation process included translating the English software vocabulary into Russian, recording the frequency of vocabulary based on the comments in LiveJournal, inserting frequency words in the vocabulary, and coding it on an emotions scale of -5 to 5.
Virtual Communities as Social Fields: New Forms of Inequality
Project Head: Yuri Rykov
The research project "Virtual Communities as Social Fields: New Forms of Inequality" is part of the author's PhD thesis. The research sets two tasks: to verify the hypothesis of the existence of a specifically new form of social inequality on the Internet and to determine key resources for the formation of a new elite.
The Impact of The Internet on Protests: Cross-Country Analysis
Project Head: E. Kirkizh
The research project is a part of student annual final paper "The Impact of the Internet on Protests".
The purpose of the project is to define and explain the degree of connection between Internet penetration and citizen participation in the protests at the country level as well as identifying the relationship between these variables over the last decade.
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