Journalism

The next speaker in this AANZCA 2024 conference session is my great QUT colleague Sebastian Svegaard, whose focus is on the Australian far-right news channel Sky News Australia, which he characterises here as a populist media channel. Populism is a current buzzword, but is also widely understood as a thin-centred ideology that can attach itself to various political values; it centrally pits ‘the people’ against ‘the elites’, but the term is perhaps most often used – problematically – to specifically describe ‘far-right’ populism.

Media have an ambiguous role in relation to populism: media are themselves criticised for being part …

The final speaker in this AANZCA 2024 conference session is Cameron McTernan, whose interest is in the sharing of Australian news on Facebook, especially by politicians. This can be understood through the lens of agenda-setting theory: news media content plays a crucial role in shaping what public issues audiences learn about, and politicians’ sharing of news media content seeks to channel and affect these processes. (There are also questions about the extent of such agenda-setting power.)

Cameron’s work focusses on Facebook, which remains a major and influential social media platform in Australia, with the vast majority of federal politicians active …

Up next in this AANZCA 2024 conference session is Agata Stepnik, whose interest is in stakeholder perspectives on the sustainability of commercial and publicly-funded news production in Australia. Her project is engaging in interviews with stakeholder groups – publishers, policy-makers, journalists, advertisers, and platform operators – and explores how they have conceptualised news media’s digital transformation since the emergence of Web publishing in the 1990s, and what futures for news production they envisage.

Across all these interviews there was a strong recognition of the social and institutional value of news to democracy; however, news was also strongly positioned as a …

The first paper session I’m attending at the AANZCA 2024 conference is a panel on democracy in crisis, and starts with my QUT colleague Stephen Harrington. His focus is on ‘dark political communication’, as a way of moving past the overemphasis on mis- and disinformation and recognising that such practices are just one part of a much broader range of communicative dysfunctions in contemporary political systems.

This then also incorporates a greater focus on recent changes in political PR: political PR has been a growing focus in the study of politics in recent decades, with attention paid to its arrangements …

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) …