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Social Media Network Mapping

The Opportunities and Challenges of 'Big Data' Research

At the end of an extended trip to a range of conferences and symposia I've made my way to Vienna, where I'm attending the DGPuK Digital Methods conference at the University of Vienna. The conference is in German, but I'll try to blog the presentations in English nonetheless - wish me luck... We begin with keynote by Jürgen Pfeffer, addressing - not surprisingly - the question of 'big data' in communications research.

Jürgen begins by asking what's different about 'big data' research. In our field, we're using 'big data' on communication and interaction to work towards a real-time analysis of large-scale, dynamic sociocultural systems, necessarily especially through computational approaches - this draws on the data available from major social networks and other participative sites, but it aims not to research "the Internet", but society by examining communication patterns on the Internet (and elsewhere).

Distinguishing Chain and Name Networks in Social Network Analysis

The final speaker in this "Compromised Data" session is Anatoliy Gruzd, whose interest is in the automated discovery and visualisation of communication networks from social media data. (He's also just launched a new journal in this field, Big Data and Society.) How can such networks be discovered and visualised, and how can we evaluate the sense of community which may exist in them?

Social network analysis enables us to investigate the connections between users in social networks. It reduces large quantities of messages to a smaller number of nodes exchanging communication; it can track longitudinal developments over time; it can show the social dynamics of interaction around specific topics and events; and it can differentiate between different types of network formation in social interaction.

Reaching for the Higher-Hanging Fruit in Twitter Research

The next paper at the "Compromised Data" symposium is by Jean Burgess and me, and explores the more difficult forms of 'big data' research we're rarely conducting at present because the political economy of data access is weighted against specific approaches - in the specific context of Twitter research. I'll upload the slides and audio for it as soon as possible - for now, consider this a placeholder! Slides and audio below:

How Partisan and Polarised Is #auspol?

This AoIR 2013 also contains a paper by Theresa Sauter and me, on the tone of debate in the #auspol hashtag for the discussion of Australian politics. Here are the slides - audio to follow now online as well...

Exploring Emotions on #auspol: Polarity and Public Performance in the Twitter Debate on Australian Politics from Axel Bruns

 

Social Media in the 2013 Norwegian Elections

The final paper in our panel at AoIR 2013 is by Anders Larsson and Bente Kalsnes, looking at the Norwegian election on 9 Sep. Their work examines the use of Twitter by citizens, politicians, and journalists. One starting point for this were the #valg2013 and #valg13 hashtags, to identify what users are being mentioned in these hashtags - which showed that then-PM Jens Stoltenberg was @mentioned frequently but did not often reply, while the Greens party both sent and received many hashtagged tweets. Amongst the retweeters, one-off messages which receive substantial retweets can become prominent, but more frequently retweeted users tend to be celebrities (comedians, journalists, etc.)

A second approach was to examine the Twitter uses by some of the key party leaders. As it turns out, during the month before the election there was a strong focus on @replying, especially from the leaders of the smaller parties. Their communication is mainly with their own supporters - there are very few users who received @replies from two or more leading politicians (and these are largely journalists and other media figures, not everyday citizens).

Social Media in the 2013 German Elections

The next paper in our AoIR 2013 panel is by Julia Neubarth and Christian Nuernbergk, covering the German federal election two days after the Australian one. The Net is playing an increasingly important role in political communication in Germany, but there is still very little active participation by citizens, and active participants are mainly male, younger, and left-wing. Politicians are getting more active - some 60% of federal parliamentarians are on Twitter, although Chancellor Merkel still isn't.

German politicians on Twitter will find a mixed audience - use in the country is growing, but still limited; however, active participants are especially interesting as they represent journalists and other media personnel as well as especially politically interested users.

Social Media in the 2013 Italian Elections

The next panel at AoIR 2013 is one which I'm presenting in as well - we've brought together a number of presentations on the use of Twitter in national elections. The first presenter is Luca Rossi, whose focus is on the 2013 Italian election. He and his colleagues have examined activity on Twitter and Facebook during the month before the February election, gathering some 2 million @mentions and finding Facebook content which its own metrics reported some 25 million users talking about.

Is such activity related to the eventual election results at all? Can it predict the election outcome, in fact? This would mean taking the role of opinion polls, which in this election also turned out to be incorrect, partly due to the shifts in the party systems resulting from the rise of the Cinque Stelle party.

Some Recent and Upcoming Work

When this site goes quiet, it’s usually because work is exceptionally busy. My apologies for the long silence since the launch of our major collection A Companion to New Media Dynamics – a range of projects, variously relating to the uses of social media in crisis communication, of Twitter in a number of national elections, of social media as a second-screen backchannel to televised events, and of ‘big data’ in researching online issue publics, have kept me occupied for the past eight months or so.

Now, I’m about to head off to Denver for the annual Association of Internet Researchers conference and on to a number of other events, and you can expect the usual bout of live blogging from these conferences – but before I do so, here’s a quick update of some of the major publications and papers I’ve completed during the past few months. For some more frequent updates on the work of my colleagues and me, you can also follow our updates at Mapping Online Publics and the site of the QUT Social Media Research Group, of course. On the SMRG site, we’ve also posted a list of the presentations we’ll be making at AoIR and beyond – hope to see you there!

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