Internet Technologies

The final speaker in this AANZCA 2024 conference session is Joanne Gray, whose focus is on trends in Big Tech, with a particular focus on virtual reality (including Mark Zuckerberg’s metaverse and Apple’s Vision Pro, but also many more mature projects in augmented reality and immersive technology). Much of this has been described as extended reality, or XR, and policy to govern this is gradually emerging.

Such policy – in Japan, Europe, South Korea, Saudi Arabia, China – largely treats XR as an economic opportunity; but what do we actually know about the technologies underlying such XR developments? First, many …

The next session at the AANZCA 2024 conference starts with a paper by Terry Flew, Agata Stepnik, and Tim Koskie, who begin by noting the changing contours of Internet governance. There is increasing nation-state regulation in liberal democracies as well as authoritarian states, as well as renewed debate about the treatment of digital and social media platforms and a populist push towards greater regulation.

This regulatory turn has also been driven by significant shocks and scandals as well as growing regulatory activism, and is often directed at curbing the power of platforms, out of a general sense that governments should …

The final speaker in this AANZCA 2024 conference session is my QUT colleague Bernadette Hyland-Wood, whose interest is in the co-design of an Indigenous client-centric, community-focussed project. This builds on her background in advocacy and development for open data sharing initiatives.

The project works with the Aboriginal and Torres Strait Islander Community Health Service (ATSICHS) in Brisbane to develop an insights platform that fosters agency amongst clients of the service; this, therefore, centrally draws on Indigenous data – that is, data collected both on, from, and by Indigenous people, whether collected intentionally or not. It works towards Indigenous data sovereignty …

The final speaker in this AANZCA 2024 conference session is Kyle Moore, whose focus is on food delivery apps. These serve as an example of the gig economy, which enables irregular work structures and task-based activities by workers who usually provide all of their own equipment for their tasks. The workers themselves are also one category of app users, in fact, and exist in a liminal legal state between employees and freelancers.

Workers are required to be online and available around peak usage times, then, and this leads to a kind of power chronography that relates to the temporal rhythms …

The final AANZCA 2024 conference session for today is one I’m also presenting in, but we start with a paper Terry Flew and Cameron McTernan. Terry starts by noting that Australia has long had one of the most concentrated media systems in the world. The Global Media and Internet Concentration Project (GMICP) is a new initiative to further explore such concentration patterns here and abroad, and trace their dynamics over time. This ultimately examines the network media economy, including telecommunication and Internet infrastructure, online and traditional media services, and core Internet applications and sectors.

This integrated approach better reflects the …

And the final speaker in this final AoIR 2024 conference session is the excellent Fabio Giglietto, whose focus is on coding Italian news data using Large Language Models. This worked with some 85,000 news articles shared on Facebook during the 2018 and 2022 Italian elections, and first classified such URLs as political or non-political; it then produced and clustered text embeddings for these articles, and used GPT-4-turbo to classify the dominant topics in these clusters.

This required considerable prompt crafting, especially also to ensure that prompts remained within the LLM’s token limits. Key challenges here included the choice of LLM …

The next speaker in this final AoIR 2024 conference session is the great Hendrik Meyer, whose interest is in detecting stances in climate change coverage. This focusses especially on climate change debates in German news media, focussing on climate protests, discussions about speed limits, and discussions about heating and heat pump regulations.

Here stances might be better understood as evaluations related to a given issue or policy, and Large Language Models can be useful tools in assessing this, but this also requires considerable prompt crafting in order to generate consistent results. Computational costs for doing so (especially with complex prompts) …

The next speaker in this session at the AoIR 2024 conference is my QUT colleague Tariq Choucair, whose focus is especially on the use of LLMs in stance detection in news content. A stance is a public act by a social actors, achieved dialogically through communication, which evaluates objects, positions the self and other subjects, and aligns with other subjects within a sociocultural field.

Here, the focus is broadly on stances towards issues, persons, groups, and organisations. There are some tools for doing so, but they mainly focus on English-language content, are designed for specific types of data, and tend …