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Salience vs. Commitment: Dynamics of Political Hashtags in Russian Twitter


The Berkman Center is pleased to announce the next publication in its series on the Russian Internet:

“Salience vs. Commitment: Dynamics of Political Hashtags in Russian Twitter”
By Vladimir Barash and John Kelly

Building off our recent mapping of Russian Twitter, in this paper we analyze the dynamics of political hashtags representing a range of political issues and big news stories–from terrorist bombings, to pro-government issues, to topics preferred by the opposition. This work was made possible thanks to the generous support of the John D. & Catherine T. MacArthur Foundation.

Social media sites like Twitter enable users to engage in the spread of contagious phenomena: everything from information and rumors to social movements and virally marketed products. In particular, Twitter has been observed to function as a platform for political discourse, allowing political movements to spread their message and engage supporters, and also as a platform for information diffusion, allowing everyone from mass media to citizens to reach a wide audience with a critical piece of news. Previous work suggests that different contagious phenomena will display distinct propagation dynamics, and in particular that news will spread differently through a population than other phenomena. We leverage this theory to construct a system for classifying contagious phenomena based on the properties of their propagation dynamics, by combining temporal and network features. Our system, applicable to phenomena in any social media platform or genre, is applied to a dataset of news-related and political hashtags diffusing through the population of Russian Twitter users. Our results show that news-related hashtags have a distinctive pattern of propagation across the spectrum of Russian Twitter users. In contrast, we find that political hashtags display a number of different dynamic signatures corresponding to different politically active sub-communities. Analysis using ‘chronotopes’ sharpens these findings and reveals an important propagation pattern we call ‘resonant salience.’

This is the fourth in a series of papers that will be released over the coming months. Previous research on the Russian Internet include our baseline network analysis of Russian Twitter, “Mapping Russian Twitter,” our study of the Russian blogosphere, “Public Discourse in the Russian Blogosphere: Mapping RuNet Politics and Mobilization” and “Exploring Russian Cyberspace: Digitally-Mediated Collective Action and the Networked Public Sphere.” An overview of past and upcoming publications can be found here: http://cyber.law.harvard.edu/research/russia/paper_series. For further information about the Berkman Center’s project on the Impact of the Internet on Russian Politics, Media, and Society please visit: http://cyber.law.harvard.edu/research/russia.

As always, we welcome your feedback.

Posted in Organizing, Publications, Russia, Twitter. Comments Off on Salience vs. Commitment: Dynamics of Political Hashtags in Russian Twitter

Mapping Russian Twitter

The Berkman Center is pleased to announce the next publication in its series of papers on the Russian Internet:

“Mapping Russian Twitter”
By John Kelly, Vladimir Barash, Karina Alexanyan, Bruce Etling, Robert Faris, Urs Gasser, and John Palfrey

Using methods similar to our studies of the Persian, Arabic and Russian blogospheres, this paper shares the results of a large-scale social network analysis of Russian Twitter, with a focus on political users. This work was made possible thanks to the generous support of the John D. & Catherine T. MacArthur Foundation.

Drawing from a corpus of over 50 Million Russian language tweets collected between March 2010 and March 2011, the research team created a network map of 10,285 users comprising the ‘discussion core’ of Russian Twitter, and clustered them based on a combination of network features. The resulting segmentation revealed key online constituencies active in Russian Twitter. The major topical groupings in Russian Twitter include: Political, Instrumental, CIS Regional, Technology, and Music. There are also several clusters centered on Russian regions, which is significant given the limited reach of the Internet in the regions outside of Moscow and St. Petersburg. Similar to the Russian blogosphere, the Twitter network includes a democratic opposition cluster associated with Gary Kasparov and the opposition Solidarity movement. In other respects the political clusters identified in blogs and Twitter networks display interesting variation. Nationalists, who are very active in Russian blogs, do not appear to be organized in Russian Twitter (at least as of March 2011). Conversely, pro-Putin youth groups like the Young Guards and Nashi, and elected officials allied with them, have a distinct Twitter footprint.

This is the third in a series of papers that will be released over the coming months. Previous research on the Russian Internet includes our study of the Russian blogosphere, “Public Discourse in the Russian Blogosphere: Mapping RuNet Politics and Mobilization” and “Exploring Russian Cyberspace: Digitally-Mediated Collective Action and the Networked Public Sphere.” An overview of past and upcoming publications can be found here: http://cyber.law.harvard.edu/research/russia/paper_series. For further information about the Berkman Center’s project on the Impact of the Internet on Russian Politics, Media, and Society please visit: http://cyber.law.harvard.edu/research/russia.

As always, we welcome your feedback.

Posted in blogging, Publications, Russia, Twitter. Comments Off on Mapping Russian Twitter

Translation of Russian blog research now available

russia blog map

Let your Russian friends and colleagues know that we’ve just released the full Russian translation of our paper (pdf), “Public Discourse in the Russian Blogosphere: Mapping RuNet Politics and Mobilization.” Accompanying the release is a very nice summary and additional commentary on the role of blogs in Russia by project team members Gregory Asmolov and Karina Alexanyan that is available on Ivan Zassoursky’s excellent Web site Chastnyi Korrespondent (which our research shows is a top outlink for Russian bloggers). Gregory and Karina have some new analysis and additional blog maps not found in the original paper, so if you read Russian it is well worth checking out. We are turning our focus next to Twitter in Russia and have nearly completed an update crawl of Russian tweets, John Kelly has created an alpha Twitter map, and we hope to release a working paper in the spring. The Russian version of Media Cloud is also up and running and we hope to begin blogging some of our early finding from that tool in the next couple weeks, so check back here often for additional research on the role of the Internet in Russia.

Posted in Publications, Russia. Comments Off on Translation of Russian blog research now available

Two New Internet and Democracy Publications (and others worth reading)

Attention holiday shoppers! Still searching for the perfect (read: free) gift for the Internet thinker in your family? Look no further than two recent publication from the Internet & Democracy team, released just in time for solstice.

First, John Kelly, Robert Faris, John Palfrey and I adapted of our earlier Arabic blogosphere case study into a journal article, “Mapping the Arabic Blogosphere: Politics and Dissent Online,” which appears in the 2010 issue of New Media & Society. You can download the pdf (here) (available online as of December 21, 2010). In that article we focus on the political aspects of the Arabic blogosphere and evaluate whether it meets the conditions for a networked public sphere, as defined by Yochai Benkler.

We also wrote a short think piece on online organizing that was published this month in the SAIS Review of International Affairs. Here is the abstract from the paper, “Political Change in the Digital Age: The Fragility and Promise of Online Organizing:”

In this paper, we discuss the possible impact of digital technologies in authoritarian and semi-authoritarian regimes. We conclude that policymakers and scholars that have been most optimistic about the impact of digital tools have over-emphasized the role of information, specifically access to alternative and independent sources of information and unfiltered access to the Internet. We argue, in contrast, that more attention should be paid to the means of overcoming the difficulties of online organization in the face of authoritarian governments in an increasingly digital geopolitical environment.

If that’s not enough to satisfy your loved ones’ reading habits during the darkest days of the year, my colleagues here at Berkman (Ethan Zuckerman, Hal Roberts, Ryan McGrady, Jillian York and John Palfrey) released this week an excellent study on DDOS attacks against human rights groups and independent media, and I also just discovered that Berkman Fellow Clay Shirky has a smart, balanced essay out in Foreign Affairs, “The Political Power of Social Media.”

Check ’em out. I hear several appear somewhere in print form as well.

Posted in Ideas, Middle East, Organizing, Publications. Comments Off on Two New Internet and Democracy Publications (and others worth reading)

New Media and Blogs in the Middle East

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For those that haven’t made it through our 70 page paper on the Arabic blogosphere, we’ve got a digestible two page version in the latest Middle East Institute Bulletin, which is focused this quarter on new media in the Middle East, an issue near and dear to our hearts. Here is one of the many interesting findings:

Blogs are an integral part of the Arabic media ecosystem. We found that bloggers link to Web 2.0 sites such as YouTube and Wikipedia (both the English and Arabic versions) more than other sources of information and news available on the Internet. Al Jazeera is the top mainstream media source, followed by the BBC and Al Arabiya, while US government-funded media outlets like Radio Sawa and Al Hurra are linked to relatively infrequently. Most national media outlets do not have much reach outside of their respective national clusters.

Returning to YouTube, we found that Arabic bloggers tend to prefer politically oriented videos to cultural ones. Videos related to the conflict in Gaza and the throwing of shoes at George W. Bush in Iraq are popular across the entire blogosphere, while clips related to domestic political issues are linked to more heavily by the various national clusters, such as Kuwaiti parliamentary campaign videos.

And I continue to be struck by what we did not find:

While much has been made of Iraqi bloggers during ongoing debates about the Iraq war, this group does not figure prominently in the Arabic blogosphere. Rather, they are deeply integrated into the English Bridge group. This may be because many Iraqi bloggers write in English and have many inbound links from US think tanks, journalists, and partisan political bloggers (“Iraq the Model” on the right, “Riverbend” on the left, for example), rather than mainly writing for a domestic public. We also did not find any cluster of bloggers dedicated to violent extremism.

Check it out (here).

Posted in I&D Project, Middle East, Publications. Comments Off on New Media and Blogs in the Middle East

Internet Filtration in the Middle East

This week the OpenNet Initiative (ONI) released its 2009 report on Internet filtration across the Middle East and North Africa (MENA).  Research for this release was conducted in 2008-2009, but it builds upon findings dating back to 2003, including a report released in 2007.  The full release (available in PDF) chronicles the detailed testing of over 2,000 websites in each country. The ONI’s work on Internet controls in the region provides crucial context for the Internet & Democracy’s work on the networked public sphere.

Back in June, the Internet & Democracy team released a study of the Arabic Blogosphere, authored by John Palfrey and Bruce Etling of the Berkman Center, and John Kelly of Morningside Analytics.  The research spanned 35,000 Arabic language web logs across 18 countries in the Middle East.  A few weeks ago, the United States Institute of Peace (USIP) released the webcast, including the interpretations by three panelists Daniel Brumberg of Georgetown University, Acting Director of USIP’s Muslim World Initiative, Saad Ibrahim of Voices for a Democratic Egypt, and Raed Jarrar, a prominent Iraqi Blogger who writes Raed in the Middle.

Here’s a quick rundown on the conversation at USIP:

In June, 150  viewers from 26 countries –with the highest Middle East representation coming from Saudi Arabia, Egypt, Iraq, Syria, and Lebanon– watched the presentation of the Arabic Blogosphere study for at least 30 minutes, and many asked challenging questions of the researchers via Twitter and chat.  The research findings proved not only illustrative, but also provocative.

Saad Ibrahim of Voices for a Democratic Egypt, expressed a predominantly Egyptian perspective, highlighting blogs as indicative of youth perspective, and youth’s centrality in Egyptian demographics.  He discussed the “electronic unveiling” of Saudi women, the protective “tribalism” displayed by Egyptian bloggers, and the fact that “Egypt today is the online voice of Iran.” Commenting on the study’s findings, Ibrahim declared that the Egyptian blogosphere is witnessing a new age, where “issues and technology” dominate the political online discourse, and where “bashing the U.S. is not a pastime” so much as an occasional necessity.

Daniel Brumberg of Georgetown University and Acting Director of USIP’s Muslim World Initiative discussed the role of the Internet in “globalizing moderates, and marginalizing militants,” pointing out that bloggers were overwhelmingly critical of both extremist tactics and United States interventions.  He discussed the importance of blogs in bridging between conflicting parties, noting that authoritarian regimes are usually less nervous about criticism inside “walled gardens” than cross-cluster talk. Beyond discourse, he elucidated the importance of political and social institutions, demographic understanding, and context to frame blogger perspectives.

Raed Jarrar, a prominent Iraqi Blogger who writes for Raed in the Middle, critiqued some of the study’s findings. He maintained that the choice of many Iraqi bloggers to write in English is dictated by the political realities of “foreign occupation” rather than personal preference.  He was additionally critical of the study’s research framework, taking issue with the parlance of labels such as “moderates” and “militants,” “secular reformists” and “Muslim Brotherhood.” Furthermore, he pointed out the “inherent bias” in investigating Arabic blogs’ support of “terrorism” or “extremism,” positing that “resistance” might be a more uniformly understood term for “terrorism” in the Arab world.  He argued that the map would appear very different with re-framed parameters – for example, a different set of political categories could be seen across geographic or religious lines if attentive clusters were bifurcated by demographic understanding. Similarly, new patterns would emerge from categorizing bloggers by their political agenda rather than their religious affiliations.

During the question and answer section, the study methodology was further elucidated, and the incorporation of Arabic speakers and regional experts explained. The researchers also responded to questions regarding shortcomings in the study’s choice of parameters and labels, emphasizing that their focus was primarily on understanding the digital discourse phenomenon, and providing a set of tools to study it. Categorizations will always be crude approximations of a reality far more complex than can be conveniently articulated – it is important though to be aware of these limitations and draw conclusions commensurate with such approximations.

Several questions centered on the relation between the Arabic blogosphere and transnational and local media, and by extension, the connection between online life and real life in the Arab world. The researchers said it is hard to estimate the extent to which Arabic blogs reflect public opinions or consensus views, though they pointed out that Al Jazeera, the BBC and Al Arabiya are the top three mainstream media sources linked to by Arabic bloggers. In answer to the question “does online discussion distract from activism?” panelists called for a more careful analysis of who is blogging and who has access to the Internet. Jarrar for example stated that the Iraqi online discourse is “not mature enough to have its own mobilization.” Brumberg said that one of the biggest challenges ahead is to get bloggers to move to the public and political spheres.

Participants wanted to know if the study’s findings could be read as evidence for the Internet Balkanization, as “similarly minded publics are being tied with similarly minded publics.” The national clusters that emerge in the Arabic blogosphere do seem to reflect an increasing focus on local issues. Others wanted to understand how this study compared with studies in the West, and if so whether the perspectives of the Western blogosphere matched Western social attitudes, questioning the assumption that online discourse can be extrapolated to understand larger societal trends.  Yet others wanted to more comprehensively understand the linkages between online discourse and offline events, and how discourse percolated through and impacted the functioning of domestic institutions.

While some called the research Western centric, broad participant consensus was that an analytical Pandora’s box had been opened, and its understanding was both vital and daunting. Perhaps most importantly, one participant asked, “We now know who’s writing, but what about who’s reading online?”

Manal Dia, a Berkman Center Researcher & MIT graduate student, contributed to this post.

Internet and Democracy Releases Report on Arabic Blogosphere

arabic_30_labels_sm

After much work over the past year, the Internet and Democracy Project team is proud to officially announce today the release of our study on the Arabic blogosphere, a follow-up to last year’s I&D study on the shape of the Iranian blogosphere. Our research identified a base network of approximately 35,000 blogs, and aimed to generate a baseline for understanding the state of online discourse in the region. As in our previous work, we’ve worked with John Kelly to visualize the data on over 6,000 of the most connected blogs and had researchers read over 4,000 blogs to understand who the bloggers are and the issues they care about. We’re excited to report that there’s some intriguing findings on the state of the networked public sphere in the Middle East, some highlights include:

* The Demographics of Arab Bloggers: Demographic coding indicate that Arabic bloggers are predominately young and male. The highest proportion of women is found in the Egyptian youth sub-cluster, while the Maghreb/French Bridge and Syrian clusters have the highest concentration of men.

* The Makeup of the Arab Online Media Ecosystem: Bloggers link to Web 2.0 sites such as YouTube and Wikipedia (both English and Arabic versions) more than other sources of information and news available on the Internet. Al Jazeera is the top mainstream media source, followed by the BBC and Al Arabiya, while US-government funded media outlets like Radio Sawa and Al Hurra are linked to relatively infrequently.

* The Perception of the United States: The US is not a dominant political topic in Arabic blogs; neither are the wars in Iraq or Afghanistan. However, when the US is discussed, it is nearly always in critical terms.

There’s much more here — our study revealed other interesting patterns in the online discussion around extremism, and the online presence of political opposition groups, including Kefaya (Enough) and the Muslim Brotherhood in Egypt.

You can get the complete study here. Also be sure to check out our event tomorrow at USIP where John Palfrey, John Kelly, Robert Faris and Bruce Etling will present the results and get reaction from a panel of experts and bloggers from the region. Looking forward to hearing your thoughts!

I&D Project Releases New Case Studies on Switzerland

Great news! The team over here at the Internet and Democracy project is happy to announce today the release of Three Case Studies From Switzerland, the newest installment in its ongoing set of case studies on the evolving interface between networked technologies and democracy. Headed up by Berkman Center Executive Director Urs Gasser and a team of collaborators at the University of St. Gallen in Switzerland, this three-part report reviews a variety of experiments happening on all parts of the democratic process. As the report outlines in our Executive Summary, the case study reviews projects affecting:

The pre-voting stage in the first case study of the automated Swiss candidate-voter matching system, Smartvote; The voting stage itself in our second study on the implementation of electronic voting (e-voting) in Switzerland; The post-voting phase in our third study on the use of blogs by elected candidates in the Swiss government.

It is important to note that this report marks a departure from our usual focus in the I&D case studies to date, where activity online was often assessed in conflict with the adversarial efforts of institutions to supress or resist. In contrast, these new studies examine an opposite scenario: a unique political environment in which institutions and networked technologies are actively working together in an effort to enhance democratic governance.

The report is accessible here.

We hope this piece will provoke lively discussion and broaden our understanding of the role technology can play among strong, established democracies. Enjoy! We’re looking forward to any comments or responses you might have.

Posted in Elections, I&D Project, Publications. Comments Off on I&D Project Releases New Case Studies on Switzerland

Berkman Led Task Force Finds Internet Not as Dangerous for Children as Many Think

A major report released today from the Berkman led Internet Safety Technical Task Force shows that online predators are not the major threat to children that conventional wisdom would lead us to believe. While Berkman led the year long effort, the task force was actually composed of a phenomenal group of stakeholders including leading researchers in the field like John Palfrey, Dena Sacco, and Danah Boyd, a number of leading Internet companies including Facebook, MySpace, Microsoft, and Semantec, and several nonprofits working to keep children safe online. The task force was created at the request of 49 state attorneys general. Another interesting finding is that online bullying is probably the biggest threat to children online. For those minors that do fall victim to sexual predators via the Internet, the report states that it is not the Internet that is primarily to blame, since those youth are often already at risk due to a number of other “real world” factor like difficult home environments or substance abuse. According to the report, the best way to improve child safety on the Net is not necessarily a single ‘silver bullet’ technical solution, but instead continued education for kids on how to safely use the Internet and the involvement of parents in decisions about how their children use the Internet and the sites they visit. You can download the executive summary here, and the full report here.

Posted in Publications. Comments Off on Berkman Led Task Force Finds Internet Not as Dangerous for Children as Many Think

Stuart Shieber and the Future of Open Access Publishing

Back in February Harvard adopted a mandate requiring its faculty member to make their research papers available within a year of publication. Stuart Shieber is a computer science professor at Harvard and responsible for proposing the policy. He has since been named director of Harvard’s new Office for Scholarly Communication.

On November 12 Shieber gave a talk entitled “The Future of Open Access — and How to Stop It” to give an update on where things stand after the adoption of the open access mandate. Open access isn’t just something that makes sense from an ethical standpoint, as Shieber points out that (for-profit) journal subscription costs have risen out of proportion with inflation costs and out of proportion with the costs of nonprofit journals. He notes that the cost per published page in a commercial journal is six times that of the nonprofits. With the current library budget cuts, open access — meaning both access to articles directly on the web and shifting subscriptions away from for-profit journals — is something that appears financially unavoidable.

Here’s the business model for an Open Access (OA) journal: authors pay a fee upfront in order for their paper to be published. Then the issue of the journal appears on the web (possibly also in print) without an access fee. Conversely, traditional for-profit publishing doesn’t charge the author to publish, but keeps the journal closed and charges subscription fees for access.

Shieber recaps Harvard’s policy:

1. The faculty member grants permission to the University to make the article available through an OA repository.

2. There is a waiver for articles: a faculty member can opt out of the OA mandate at his or her sole discretion. For example, if you have a prior agreement with a publisher you can abide by it.

3. The author themselves deposits the article in the repository.
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