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'Big Data'

The Relevance of Devices in Divergent Tweeting Practices

The first presenters on this second day at AoIR 2015 are Bernhard Rieder and Carolin Gerlitz, whose interest is in using data from Twitter's 'spritzer' firehose! which delivers a random 1% or all current tweets. How can this be used to identify individual types of activity in relation of the wider platform ecology? In particular, for the purposes of this paper, what light does it shed on the use of different devices for tweeting?

The project collected some 32 million tweets from the spritzer firehose over the course of one week, and key tools for tweeting were especially iPhone and Android devices. This may also be combined with the tweet contents themselves, to see which devices contribute especially strongly to specific hashtags, for example.

Entering the Age of the Generative Algorithm

The final keynote at ASMC14 for today is by Bernhard Rieder from the Digital Methods Initiative, who stepped in at short notice for Tarleton Gillespie who could not be here. He begins by noting the role of algorithms in our experience of information and media; they select what information is considered most relevant to us, and are now a crucial part of our participation in public life. This raises a number of questions – and starting with search engines, such algorithms have been considered increasingly by researchers.

One way to approach algorithms is by considering the question of knowing: what style of reasoning do algorithms implement, and how do they connect this to forms of performativity. Bernhard has been one of the chief developers of the Digital Methods Initiative, and in this role works closely with as well as thinks critically through algorithms; this is also a process of opening the black box of the algorithms which shape our online experiences.

Conference Blogging Coming Up

I’m currently on the road again, as part of a trip which has already taken me through Hamburg (for a meeting with our research partners at the Hans-Bredow-Institut) and Göttingen (for the inaugural workshop of our new ATN-DAAD-funded research collaboration with colleagues at the Göttingen Digital Humanities Centre. The latter will focus especially on developing new methods for analysing and visualising social media networks, building on the considerable work we’ve already done in this area – and at the workshop last week we’ve already made good progress towards a few new ideas for what we can do. With my colleagues Jean Burgess and Darryl Woodford I also participated in a public symposium at the GCDH, and I’ll make the slides and audio from our talk available here soon.

A Mid-Year Update of Recent Publications

I’ve continued to update my lists of publications and presentations over the past months, but I think it’s time to do another quick round-up of recent work before all the new projects start in earnest.

First off, my colleagues Darryl Woodford, Troy Sadkowsky and I have been making some good progress developing further methodological approaches to Twitter research – focussing this time especially on examining how accounts gain their followers (for some of the outcomes from that research, also see our coverage at Mapping Online Publics):

Axel Bruns, Darryl Woodford, and Troy Sadkowsky. “Towards a Methodology for Examining Twitter Follower Accession.First Monday 19.4 (2014).

Axel Bruns and Darryl Woodford. “Identifying the Events That Connect Social Media Users: Charting Follower Accession on Twitter.” In SAGE Research Methods Cases. London: Sage, 2013.

More generally, I’ve also been involved in a couple of related publications led by Stefan Stieglitz from the University of Münster (one in English,  one in German) which highlight the contribution which the emerging field of social media analytics will be able to make to the disciplines of business informatics and information systems:

Different Forms of Talk on Twitter

It’s been a little quiet again here, as I’ve taken February and March off on Long Service Leave. That’s all about to change, though, because two major new research projects are about to start now – more of these soon.

For the moment, here’s my first conference presentation for 2014, from the Media Talk symposium at Griffith University in Brisbane. I used this to work through the three layers of communication on Twitter which Hallvard Moe and I have identified in our chapter in Twitter and Society, and to provide some examples for how these layers operate in practice.

This is also the first time I’m trying Penxy as a tool for archiving my slides with audio recordings, since Slideshare has made the unfortunate decision to discontinue its slidecasts and remove any audio recordings from its site. Most of my past slidecasts are therefore also on the Penxy site now, and I’ll try to update the existing links to recorded presentations on this site when I get a chance.

Here’s my talk:

Layers of Communication: Forms of Talk on Twitter

Layers of Communication: Forms of Talk on Twitter (Media Talk 2014)

Media Talk Symposium 2014

Layers of Communication: Forms of Talk on Twitter

Axel Bruns

  • 24 Apr. 2014 – Media Talk Symposium, Brisbane

With some 2.5 million accounts, especially representing the influential 25-55 age range, Twitter has become an important social media platform in Australia. It has found key applications in areas ranging from politics and crisis communication to entertainment and sports, but also facilitates everyday communication between like-minded individuals and communities. In spite of the increased scholarly attention on the uses of Twitter across these practices, however, the question of what kind(s) of communication Twitter represents remains largely underexplored, and the forms of interaction that the platform enables have yet to be fully theorised.

Building on prior work by Bruns & Moe (2014), this paper explores the various layers of communication which exist on Twitter, from direct, dyadic @reply exchanges between clearly identified communication partners at the micro level through narrowcast message dissemination to the followers of an account at the meso level to many-to-many exchanges in ad hoc publics created by hashtags at the macro level. It outlines the different types and formats of talk which are able to occur at each of these levels, and shows the interweaving of the information and communication flows which take place on each of them. In doing so, it outlines the complexities of communication on Twitter, and points to new challenges in Twitter research.

References:

Axel Bruns and Hallvard Moe. (2014). “Structural Layers of Communication on Twitter.” In Twitter and Society, eds. Katrin Weller, Axel Bruns, Jean Burgess, Merja Mahrt, and Cornelius Puschmann. New York: Peter Lang, 2014. 15-28.

Presenting Our Social Media Work at the 2013 IBM Research Colloquium

Now that I’m back in Australia from my extended conference trip, I immediately got back on a plane to travel to a freezing Melbourne, to present our social media research in crisis communication and beyond at the 2013 IBM Research Colloquium. Below are my slides and audio – many thanks again to Jennifer Lai and her team at IBM Research Australia for the invitation!

Social Media Issue Publics in Australia (IBM Research Colloquium 2013)

IBM Research Colloquium 2013

Social Media Issue Publics in Australia

Axel Bruns

When important news breaks, social media facilitate the rapid formation of issue publics which come together to 'work the story' of the unfolding event. This is especially evident in the context of natural disasters and other crises. The close study of social media feeds during such crisis provides a valuable insight into the dynamics of the event, with participants acting as human sensors for new information and current trends. This paper outlines the crisis communication research conducted at the ARC Centre of Excellence for Creative Industries and Innovation at Queensland University of Technology, and outlines the need for further background research into the longer-term development of social media platforms.

How Julia Gillard's Misogyny Speech Went Viral

The next panel at the Digital Methods conference begins with a panel by Theresa Sauter and me, on the viral distribution of links to the video of Julia Gillard's "misogyny" speech in 2012 as it was posted in full on the ABC News site. Unfortunately the audio recording didn't work out, so below are the slides only - do make sure you click on the links to see the video and the animations of the emerging retweet network.

The Challenges of Understanding Content Dissemination on Facebook

The final speakers in this Digital Methods plenary are Axel Maireder and Katrin Jungnickel, whose interest is in the uncertainties of the Facebook timeline. Facebook has continued to tinker with how the timeline is selected and presented for several years now, and this affects the flow of communication on the platform; what, then, are the factors which determine that flow?

This study combined content analysis and user surveys, but both these approaches have their drawbacks - it is impossible from the outside to track the content of users' timelines, for example, but surveys of users also suffer from self-reporting biases. In the end, the researchers asked users to copy the links they received through their timelines into an online survey, and to discuss the content of the URLs and the Facebook friends they received them from. Issues with privacy as well as the tedious nature of this approach also affect the results, however. Some 550 users participated in the study.

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