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Artificial Intelligence

Snurb — Saturday 22 June 2024 17:15

Monitoring Trending Disinformation Content on Facebook

Politics | ‘Fake News’ | Artificial Intelligence | Social Media | Facebook | ICA 2024 |

The next speaker in this ICA 2024 conference session is the excellent Giada Marino, presenting some of the work of the Vera.ai research project. Responding to the challenge of mis- and disinformation, the project focusses especially on the coordinated communication networks that share such content in order to influence and manipulate social media audiences, and has developed a content-agnostic tool that monitors the activities of identified problematic accounts.

This currently works with CrowdTangle data, and is therefore under threat from the impending closure of the CrowdTangle data. Monitoring lists of problematic accounts derived from Meta alerts, it gathers up to …

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Snurb — Saturday 22 June 2024 14:16

The Critical Role of Communication and Media Research in Addressing the Emerging Generative AI Paradigm

Internet Technologies | Artificial Intelligence | ICA 2024 |

The next session at the ICA 2024 conference is the annual Steve Jones lecture, which this year is presented by my QUT colleague Jean Burgess and is on the impact of the newly emerging generative artificial intelligence technologies. This should not be confused with the substantial hype around artificial general intelligence, a technology which always seems to be just around the corner and has yet to actually eventuate.

Rather, this talk is about the more limited generative AI systems that appear to have invaded all sorts of projects, and seem to be universally indicated now by sparkle (✨) icons and …

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Snurb — Friday 21 June 2024 14:01

Starting the Conversation about Generative AI in Journalistic Processes

Journalism | Industrial Journalism | Artificial Intelligence | ICA 2024 |

The post-lunch session at the ICA 2024 conference that I’m attending has been organised by the Global Journalism Innovation Lab (GJIL) project, and focusses on AI-generated content in the news. Elizabeth Dubois starts us off by defining generative AI as a type of artificial intelligence system which is capable of generating text, images, and other media in response to prompts. Such generative AI models learn the patterns and structure of their input training data, and then generate new data that have similar characteristics.

Michelle Bartleman now takes over by presenting an updated systematic literature review of journalism scholarship on automated …

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Snurb — Wednesday 1 May 2024 21:45

AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of Polarisation in the News (ZeMKI 2024)

Politics | Polarisation | Journalism | Industrial Journalism | Artificial Intelligence | Social Media | Social Media Network Mapping | Dynamics of Partisanship and Polarisation in Online Public Debate (ARC Laureate Fellowship) |

ZeMKI ComAI Lectures

AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of Polarisation in the News

Axel Bruns

  • 30 Apr. 2024 – Invited presentation in the ZeMKI ComAI Lectures series, Bremen

Presentation Slides

AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of Polarisation in the News from Axel Bruns
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Snurb — Friday 26 April 2024 19:45

Conceptualising Digital Intermediaries on Digital Platforms

Produsers and Produsage | Gatewatching and Citizen Journalism | Journalism | Industrial Journalism | Internet Technologies | Artificial Intelligence | Social Media | FGZ RISC 2024 |

The final panel at this excellent Indicators of Social Cohesion symposium in Hamburg starts with the excellent Jakob Ohme, whose focus is on digital intermediaries in knowledge processes on digital platforms. Such platforms lead to context collapse, a levelling of epistemically hierarchies, and a disintegration of formerly fixed sequences in the knowledge process; through this, for instance, journalism has lost its gatekeeping function and information monopoly, actors have switched roles in the information process, and the amount of unverified information that is circulating has increased substantially.

Public communication flows online are now a dynamic network, which is difficult to model …

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Snurb — Friday 26 April 2024 18:48

From an Isolation to a Conflict Paradigm for Understanding Polarisation in Social Media Spaces

Politics | Polarisation | 'Big Data' | Artificial Intelligence | Social Media | Social Media Network Mapping | FGZ RISC 2024 |

Day two at the Indicators of Social Cohesion symposium begins with the great Petter Törnberg, who begins with a brief review of the changing understanding of the public sphere. With the arrival of the Web and (later) social media, there was early optimism about a new democratic renaissance – an opportunity for more inclusive and diverse public debate after the mass mediatisation of public debate through commercial print and broadcast media.

This was true to some degree, and social media did become a discursive engine of our political public sphere – yet the discourse there wasn’t particularly cross-cutting or inclusive …

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Snurb — Friday 26 April 2024 00:07

Silicon Sampling: Using LLMs to Simulate Social Media Conversations

Artificial Intelligence | Social Media | FGZ RISC 2024 |

The next speaker at the Indicators of Social Cohesion symposium is Ethan Busby, zooming in from Utah. His focus is especially on the use of Large Language Models in research, and current research focusses especially on the analysis of conversations in social media spaces, and the potential for automated tools to interact with such conversations.

Large Language Models have the potential to scale up such research and interventions, both in real-world and in simulated contexts. He introduces the concept of ‘silicon sampling’, which asks AI systems to assume a particular political persona in order to then simulate engagement in or …

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Snurb — Friday 23 February 2024 19:56

Reviewing the Performance of Automated Incivility Classifiers

Politics | Polarisation | 'Big Data' | Artificial Intelligence | Social Media | I-POLHYS 2024 |

The next speaker in this I-POLHYS 2024 session is Patrícia Rossini, who is also focussing on incivility. She begins by noting that this is a feature, and not a bug, of social media, and that conventional empirical research into incivility on social media tends to examine blatant forms (name-calling, profanity) rather than implementing more sophisticated perspectives.

Off-the-shelf solutions for such research like the Google Perspective API also tend to implement these fairly generic ideas, and often produce a merely binary score that shows whether incivility is or is not present. Such tools are often trained for industry rather than scholarly …

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Snurb — Thursday 22 February 2024 22:06

Using Artificial Intelligence to Enhance News Polarisation Analysis

Politics | Elections | Polarisation | Journalism | Industrial Journalism | Artificial Intelligence | Social Media | Facebook | I-POLHYS 2024 |

The final speaker in this excellent opening session at I-POLHYS 2024 is the equally excellent Fabio Giglietto from the Vera.AI project, whose focus is on media political partisanship and polarisation in Italy. Especially noteworthy here is also that his project explores the use of Large Language Models (LLMs) in news and social media research – a new approach that also needs a great deal of new validation approaches.

The project focusses on the 2022 Italian election, starting with 100,000 posts from 224 Italian news media Facebook pages. These were sampled down to some 12,600 posts on political topics from 12 …

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Snurb — Thursday 23 November 2023 09:06

Thinking through the Visualisation of Power in the Twentyfirst Century

Politics | Government | 'Big Data' | Artificial Intelligence | ANZCA 2023 |

The next session at ANZCA 2023 is on journalism and war, and starts with Nicolette Barsdorf-Liebchen, whose interest is in how to visualise twentyfirst-century state and corporate power. Neglected from a visual perspective is that which is not seen – the invisible systems, structures, and processes of corporate-military power, and the indirect, systemic, or socially abstract invisible warfare in which we are immersed daily, and ineluctably participate on various levels.

Today, this happens at the nexus of global corporatisation, digital information and communication technologies, and modern, AI-driven warfare, and is aided by the global digitisation, corporatisation, datafication, and financialisation of …

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Beyond Interaction Networks: An Introduction to Practice Mapping (ACSPRI 2024)

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Untangling the Furball: A Practice Mapping Approach to the Analysis of Multimodal Interactions in Social Networks (Social Media + Society)

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Inside the Moral Panic at Australia's 'First of Its Kind' Summit about Kids on Social Media (Crikey)

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Brightest before Dawn (CD, 2011)

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Gatewatching and News Curation: The Lecture Series

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