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The second presenter in this AoIR 2017 session is Adrian Rauchfleisch, who begins by highlighting the highly combative and complex nature of the 2016 U.S. election campaign. Counterpublics played an important role here, too; new actors – especially on the right – were able to make their voices heard during the campaign, through some more established actors (Fox News, and Trump himself) also claimed not to be part of the mainstream.

At present, in fact, many right-wing movements around the world position themselves as counterpublics, and one of the key defining characteristics may be an exclusion, or at …

The second day at AoIR 2017 starts with a panel on the U.S. elections in 2016, and Patrícia Rossini is the first speaker. She notes the limited focus in the past on how voters interact with election campaigns; much of the research has paid attention simply to the campaigning strategies themselves. But there is also evidence that users encounter a good deal of campaigning in their social networks, though they do not necessarily like doing so – in part because the discourse can be heated, emotional, and uncivil. Further, reactions to some discourse differ based on whether users agree or …

The first keynote at AoIR 2017 is by Andrew Chadwick, who explores what the 2016 U.S. presidential campaign means for our understanding of the hybrid media system. Political communication is in the middle of a chaotic transitional period, due in good part to the disruptions brought by newer, digital media; some older media have also been renewed by integrating the logics of newer media. This then represents a systemic perspective that examines forces while they are in flow.

The hybrid media system is built on the interactions of older and newer media logics in the reflexively connected field of media …

The final paper in this AoIR 2017 session is by Gemma San Corneliu and Antoni Roig, whose focus is on the study of selfies as performed personal narratives, in a broader context of narrative texts. How may such selfies be understood through an alternative genealogy that conceptualised selfies as small narratives?

Narratives are generally very important in social media; overall, they create identity at all levels of human life. New narrative models may be emerging from the analysis of selfies, and this project pursued the identification of these narratives through a series of case studies. The researchers focussed both on …

The next speaker in this AoIR 2017 is my DMRC colleague Brenda Moon, whose focus is on reply chains on Twitter. There are a number of ways in which replies are chained together, and in fact the term 'reply tree' may be preferable to 'reply chains': there may be many replies to the same original tweet only, or a long dyadic interaction over a series of tweets, or various permutations between these two extremes.

Brenda's work uses the TrISMA dataset of all tweets sent by Australian accounts over several years; this may miss tweets in a reply tree if …

The next speaker in this AoIR 2017 session is Rebekah Tromble, whose focus is on the impact of digital data collection methods on scientific inference. Collecting data from social media APIs, how can we know whether we have 'good', valid data?

Twitter, for instance, provides a range of open APIs as well as commercial-quality data access via its subsidiary GNIP; the open streaming API offers up to 1% of the total global Twitter throughput, but potentially offers 100% of the tweets matching specific keywords or hashtags; and the open search API offers access to historical tweets, but also with …

The next session at AoIR 2017 starts with this year's AoIR Nancy Baym Book Award winner Nicholas John, whose focus here is on unfriending practices in the context of specific political events. There is limited information about unfriending as the platforms themselves do not provide a great deal of information about such practice.

However, facebook.com/peace offers data on Facebook ties across national divides (e.g. between Pakistan and India, or Palestine and Israel), and such data may potentially be valuable in this context. Unfortunately, though, the data provided by Facebook and the Stanford Peace Innovation Lab on this page is highly …

The next speaker in this AoIR 2017 session is Thomas Beauvisage, who begins by highlighting the algorithmic ordering of content in social media. This is also a form of reputational capital, and has led to the development of a rogue industry providing 'fake' followers, likes, and other quantifiable measures of apparent user interest.

This is related to a range of standard attentional techniques and encoded in standardised, industry-recognised metrics. Some of these metrics are generated through social bots and other forms of online automation, and represent a form of sometimes playful numeric manipulation. But what is this 'black' market? Who …

The second paper in this AoIR 2017 session is by Daniela van Geenen and Mirko Schäfer, whose focus is on 'fake news' on Twitter. They began by tracking activities in the Dutch Twittersphere, and identified a number of communities within this userbase; within these communities, news and other information are being shared, and a process of social filtering takes place.

Within a two-week sample of Dutch tweets, the project identified the references to traditional and alternative media sources; the former represented established media including broadcasters, newspapers, and similar outlets, while the latter were often online-only, topic-focussed sites that were …

It is already the middle of the first day of AoIR 2017, and I'm finally getting to see a panel, on 'fake news', which starts with Christian Katzenbach and Kirsten Gollatz. They start by noting the increasing discussion about platform governance initiatives designed to limit the circulation of 'fake news', however the term is defined; this also builds on considerable amounts of research into the politics of platforms.

But there is a conceptual gap (where and what is the governance in platforms?) and an empirical gap, with a lack of a long-term view on platform governance. Governance on platforms …