When Context Matters. Analyzing Conflicts with the Use of Big Textual Corpora from Russian and International Social Media

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Fragmentation and Polarization of the Public Sphere in the 2000s: Evidence from Italy and Russia

After the Arab spring, direct linkage between growth of technological hybridization of media systems and political online-to-offline protest spill-overs seemed evident, at least in several aspects, as ‘twitter revolutions’ showed organizational potential of the mediated communication of today. But in de-facto politically transitional countries hybridization of media systems is capable of performing not just organizational but also ‘cultivational’ roles in terms of creating communicative milieus where protest consensus is formed, provoking spill-overs from expressing political opinions online to street protest.The two cases of Italy and Russia are discussed in terms of their nonfinished process of transition to democracy and the media’s role within the recent political process. In the two cases, media-political conditions have called into being major cleavages in national deliberative space that may be conceptualized like formation of nation-wide public counter-spheres based upon alternative agenda and new means of communication. The structure and features of these counter-spheres are reconstructed; to check whether regional specifics are involved into the formation of this growing social gap, quantitative analysis of regional online news media (website menus) is conducted. Several indicators for spotting the formation of counter-spheres and criteria for further estimation of democratic quality of such counter-spheres are suggested

Fragmentation and Polarization of the Public Sphere in the 2000s: Evidence from Italy and Russia

After the Arab spring, direct linkage between growth of technological hybridization of media systems and political online-to-offline protest spill-overs seemed evident, at least in several aspects, as ‘twitter revolutions’ showed organizational potential of the mediated communication of today. But in de-facto politically transitional countries hybridization of media systems is capable of performing not just organizational but also ‘cultivational’ roles in terms of creating communicative milieus where protest consensus is formed, provoking spill-overs from expressing political opinions online to street protest.The two cases of Italy and Russia are discussed in terms of their nonfinished process of transition to democracy and the media’s role within the recent political process. In the two cases, media-political conditions have called into being major cleavages in national deliberative space that may be conceptualized like formation of nation-wide public counter-spheres based upon alternative agenda and new means of communication. The structure and features of these counter-spheres are reconstructed; to check whether regional specifics are involved into the formation of this growing social gap, quantitative analysis of regional online news media (website menus) is conducted. Several indicators for spotting the formation of counter-spheres and criteria for further estimation of democratic quality of such counter-spheres are suggested

Public Discussion in Russian Social Media: An Introduction

Russian media have recently (re-)gained attention of the scholarly community, mostly due to the rise of cyber-attacking techniques and computational propaganda efforts. A revived conceptualization of the Russian media as a uniform system driven by a well-coordinated propagandistic state effort, though having evidence thereunder, does not allow seeing the public discussion inside Russia as a more diverse and multifaceted process. This is especially true for the Russian-language mediated discussions online, which, in the recent years, have proven to be efficient enough in raising both social issues and waves of political protest, including on-street spillovers. While, in the recent years, several attempts have been made to demonstrate the complexity of the Russian media system at large, the content and structures of the Russian-language online discussions remain seriously understudied. The thematic issue draws attention to various aspects of online public discussions in Runet; it creates a perspective in studying Russian mediated communication at the level of Internet users. The articles are selected in the way that they not only contribute to the systemic knowledge on the Russian media but also add to the respective subdomains of media research, including the studies on social problem construction, news values, political polarization, and affect in communication

Real-World Political Polarization in Twitter Discussions on Inter-Ethnic Conflicts

Studies of political polarization in social media demonstrate mixed evidence for whether discussions necessarily evolve into left and right ideological echo chambers. Recent research shows that, for political and issue-based discussions, patterns of user clusterization may differ significantly, but that cross-cultural evidence of the polarization of users on certain issues is close to non-existent. Furthermore, most of the studies developed network proxies to detect users’ grouping, rarely taking into account the content of the Tweets themselves. Our contribution to this scholarly discussion is founded upon the detection of polarization based on attitudes towards political actors expressed by users in Germany, the USA and Russia within discussions on inter-ethnic conflicts. For this exploratory study, we develop a mixed-method approach to detecting user grouping that includes: crawling for data collection; expert coding of Tweets; user clusterization based on user attitudes; construction of word frequency vocabularies; and graph visualization. Our results show that, in all the three cases, the groups detected are far from being conventionally left or right, but rather that their views combine anti-institutionalism, nationalism, and pro- and anti-minority views in varying degrees. In addition to this, more than two threads of political debate may co-exist in the same discussion. Thus, we show that the debate that sees Twitter as either a platform of ‘echo chambering’ or ‘opinion crossroads’ may be misleading. In our opinion, the role of local political context in shaping (and explaining) user clusterization should not be under-estimated

Beyond Left and Right: Real-World Political Polarization in Twitter Discussions on Inter-Ethnic Conflicts

Studies of political polarization in social media demonstrate mixed evidence for whether discussions necessarily evolve into left and right ideological echo chambers. Recent research shows that, for political and issue-based discussions, patterns of user clusterization may differ significantly, but that cross-cultural evidence of the polarization of users on certain issues is close to non-existent. Furthermore, most of the studies developed network proxies to detect users’ grouping, rarely taking into account the content of the Tweets themselves. Our contribution to this scholarly discussion is founded upon the detection of polarization based on attitudes towards political actors expressed by users in Germany, the USA and Russia within discussions on inter-ethnic conflicts. For this exploratory study, we develop a mixed-method approach to detecting user grouping that includes: crawling for data collection; expert coding of Tweets; user clusterization based on user attitudes; construction of word frequency vocabularies; and graph visualization. Our results show that, in all the three cases, the groups detected are far from being conventionally left or right, but rather that their views combine anti-institutionalism, nationalism, and pro- and anti-minority views in varying degrees. In addition to this, more than two threads of political debate may co-exist in the same discussion. Thus, we show that the debate that sees Twitter as either a platform of 'echo chambering' or 'opinion crossroads' may be misleading. In our opinion, the role of local political context in shaping (and explaining) user clusterization should not be under-estimated

Constructive Aggression? Multiple Roles of Aggressive Content in Political Discourse on Russian YouTube

Abstract Today, aggressive verbal behavior is generally perceived as a threat to integrity and democratic quality of public discussions, including those online. However, we argue that, in more restrictive political regimes, communicative aggression may play constructive roles in both discussion dynamics and empowerment of political groups. This might be especially true for restrictive political and legal environments like Russia, where obscene speech is prohibited by law in registered media and the political environment does not give much space for voicing discontent. Taking Russian YouTube as an example, we explore the roles of two under-researched types of communicative aggression—obscene speech and politically motivated hate speech—within the publics of video commenters. For that, we use the case of the Moscow protests of 2019 against non-admission of independent and oppositional candidates to run for the Moscow city parliament. The sample of over 77,000 comments for 13 videos of more than 100,000 views has undergone pre-processing and vocabulary-based detection of aggression. To assess the impact of hate speech upon the dynamics of the discussions, we have used Granger tests and assessment of discussion histograms; we have also assessed the selected groups of posts in an exploratory manner. Our findings demonstrate that communicative aggression helps to express immediate support and solidarity. It also contextualizes the criticism towards both the authorities and regime challengers, as well as demarcates the counter-public

When Context Matters. Analyzing Conflicts with the Use of Big Textual Corpora from Russian and International Social Media

For Symposium abstract is not require