ARC Centre of Excellence for Automated Decision-Making and Society. The ARC CoE for Automated Decision-Making and Society aims to create the knowledge and strategies necessary for responsible, ethical, and inclusive automated decision-making (ADM). ADM applies new technologies from machine learning to blockchains across a wide range of social sectors; it carries great potential and risks serious failures. The Centre combines social and technological disciplines in an international industry, rese ....ARC Centre of Excellence for Automated Decision-Making and Society. The ARC CoE for Automated Decision-Making and Society aims to create the knowledge and strategies necessary for responsible, ethical, and inclusive automated decision-making (ADM). ADM applies new technologies from machine learning to blockchains across a wide range of social sectors; it carries great potential and risks serious failures. The Centre combines social and technological disciplines in an international industry, research and civil society network. It will formulate world-leading policy and practice; inform public debate; and train a new generation of researchers and practitioners. Expected benefits include reduced risks and improved outcomes in the priority domains of news and media, transport, social services and health.Read moreRead less
Using machine vision to explore Instagram’s everyday promotional cultures. The advertising-driven business models of social media platforms increasingly depend on automation. The technologies used by platforms are rapidly advancing, and include ‘machine vision’ systems that automatically classify faces, expressions, objects, and brand logos in images. The results are used to provide targeted content to users, often without their knowledge and without sufficient public oversight. Using a novel co ....Using machine vision to explore Instagram’s everyday promotional cultures. The advertising-driven business models of social media platforms increasingly depend on automation. The technologies used by platforms are rapidly advancing, and include ‘machine vision’ systems that automatically classify faces, expressions, objects, and brand logos in images. The results are used to provide targeted content to users, often without their knowledge and without sufficient public oversight. Using a novel combination of computational and cultural research methods, this project aims to: examine how machine vision works in platforms like Instagram; explore its role in everyday visual contexts through qualitative case studies of festivals, food, and lifestyle sports; and improve public understanding of machine vision systems.Read moreRead less
Young Australians and the promotion of alcohol on social media. This project aims to determine how young people engage with alcohol and nightlife marketing on social media platforms like Facebook, Instagram, and Snapchat. Companies now leverage the power of social media to create advertisements that are made and shared by young people, targeted to them in particular times, places and contexts, and are thus difficult to monitor and regulate. The project will use computational, big social data app ....Young Australians and the promotion of alcohol on social media. This project aims to determine how young people engage with alcohol and nightlife marketing on social media platforms like Facebook, Instagram, and Snapchat. Companies now leverage the power of social media to create advertisements that are made and shared by young people, targeted to them in particular times, places and contexts, and are thus difficult to monitor and regulate. The project will use computational, big social data approaches and youth informants to assess the pervasiveness of branding on social media and how it shapes youth cultures. This work will extend media and cultural studies and support the development of effective monitoring and regulation of online marketing in general, with a particular focus on alcohol.Read moreRead less
Valuing Web Series: Economic, Industrial, Cultural and Social Value. This project investigates the value of web series as a form of online screen entertainment characterised by original and diverse content produced by emerging creatives. It will deploy the theoretical frame of ‘total value’ to assess the role and viability of web series: value accrued as career development opportunities for digital content makers; value accrued by the audiences who consume web series; and the value accrued by t ....Valuing Web Series: Economic, Industrial, Cultural and Social Value. This project investigates the value of web series as a form of online screen entertainment characterised by original and diverse content produced by emerging creatives. It will deploy the theoretical frame of ‘total value’ to assess the role and viability of web series: value accrued as career development opportunities for digital content makers; value accrued by the audiences who consume web series; and the value accrued by the Australian screen industry as web series contribute to innovation in a rapidly evolving global screen ecology. We have partnered with four leading web series festivals who will benefit directly from a hosting a number of forums for the discussion and dissemination of our comparative findings.Read moreRead less
Addressing Misinformation with Media Literacy through Cultural Institutions. Misinformation can harm democratic processes, social cohesion and public health outcomes. Media literacy prepares citizens for misinformation by developing critical analysis abilities. This project partners with Australian public cultural institutions to increase adult media literacy. Through an action-based, mixed methods approach, the project investigates adults’ experiences with online misinformation and assesses the ....Addressing Misinformation with Media Literacy through Cultural Institutions. Misinformation can harm democratic processes, social cohesion and public health outcomes. Media literacy prepares citizens for misinformation by developing critical analysis abilities. This project partners with Australian public cultural institutions to increase adult media literacy. Through an action-based, mixed methods approach, the project investigates adults’ experiences with online misinformation and assesses their ability to identify and challenge it. Research findings will inform the design and evaluation of targeted evidence-based media literacy training and resources that will be shared across broadcast media, physical spaces and online. Through these initiatives Australians will be better equipped to combat misinformation.Read moreRead less
Making Australian TV in the 21st Century. Existing practices designed to enable Australian television to achieve national cultural and economic objectives have been deeply transformed by the impact of technological change and foreign ownership. This project investigates the intertwined implications of non-Australian ownership, technological adjustments, policy changes, and support adjustments enacted since the mid-00s that have challenged the making of ‘Australian’ television. The investigation ....Making Australian TV in the 21st Century. Existing practices designed to enable Australian television to achieve national cultural and economic objectives have been deeply transformed by the impact of technological change and foreign ownership. This project investigates the intertwined implications of non-Australian ownership, technological adjustments, policy changes, and support adjustments enacted since the mid-00s that have challenged the making of ‘Australian’ television. The investigation will develop data and analysis relevant to policy debates, terms of trade, and collective agreements useful to national policymakers, producers, content providers, industry bodies, media and communication researchers, and audiences.Read moreRead less
Voice and Belonging: Pathways to inclusion for new migrant communities. This project investigates the role of Australia's ethnic media in the humanitarian and refugee settlement experience, conceptualising media engagement as a key lens through which to foster a sense of belonging. The project expects to provide the first-ever national study of ethnic media, mapping the 'migrant mediasphere' with a focus on new humanitarian and refugee communities. Expected outcomes include conceptual advances a ....Voice and Belonging: Pathways to inclusion for new migrant communities. This project investigates the role of Australia's ethnic media in the humanitarian and refugee settlement experience, conceptualising media engagement as a key lens through which to foster a sense of belonging. The project expects to provide the first-ever national study of ethnic media, mapping the 'migrant mediasphere' with a focus on new humanitarian and refugee communities. Expected outcomes include conceptual advances about media engagement and public connection for new and emerging migrant communities, and media's place in the assemblage of humanitarian settlement services. Significant benefits emerge for humanitarian and refugee arrivals, for media trying to service these communities and for policymakers in urban and regional areas.Read moreRead less
Discovering a ‘good read’: Pathways to reading for Australian teens. This project aims to support the school, library, and book industries to increase teenagers’ recreational reading. Matching the right book to the right reader is essential to increase young people’s motivation to read. Yet how cultural intermediaries should operate to best effect within the complex ecologies that shape young people’s text selection is unclear. The project expects to generate robust evidence on how teens discove ....Discovering a ‘good read’: Pathways to reading for Australian teens. This project aims to support the school, library, and book industries to increase teenagers’ recreational reading. Matching the right book to the right reader is essential to increase young people’s motivation to read. Yet how cultural intermediaries should operate to best effect within the complex ecologies that shape young people’s text selection is unclear. The project expects to generate robust evidence on how teens discover books and the cultural factors that influence their choices. Expected outcomes include strategies that libraries, schools, and the book industry can use to promote Australian content for young adults, and equip young people to participate more fully in the social and economic benefits of pleasure reading.Read moreRead less
Community Music Radio: Building the Music-Media Ecosystem. This project aims to investigate the economic and sociocultural impact of community music radio. It seeks to generate new knowledge about the detailed relationships between community music radio stations and the Australian music industry, documenting for the first time national activities and infrastructures. Anticipated outcomes include the identification of policies and strategies to improve the audibility and visibility of Australian ....Community Music Radio: Building the Music-Media Ecosystem. This project aims to investigate the economic and sociocultural impact of community music radio. It seeks to generate new knowledge about the detailed relationships between community music radio stations and the Australian music industry, documenting for the first time national activities and infrastructures. Anticipated outcomes include the identification of policies and strategies to improve the audibility and visibility of Australian music domestically and on global digital platforms; providing a new model for evaluating both economic and sociocultural outputs of creative industries; and building the music-media ecosystem as a vital component of the Australian creative industries. Read moreRead less
Evaluating the Challenge of ‘Fake News’ and Other Malinformation. Encompassed by the disputed term ‘fake news’, overtly or covertly biased, skewed, or falsified reports claiming to present factual information present a critical challenge to the effective dissemination of news and information across society. This project conducts a systematic, large-scale, mixed-methods analysis of empirical evidence on the dissemination of, engagement with, and impact of ‘fake news’ and other malinformation in p ....Evaluating the Challenge of ‘Fake News’ and Other Malinformation. Encompassed by the disputed term ‘fake news’, overtly or covertly biased, skewed, or falsified reports claiming to present factual information present a critical challenge to the effective dissemination of news and information across society. This project conducts a systematic, large-scale, mixed-methods analysis of empirical evidence on the dissemination of, engagement with, and impact of ‘fake news’ and other malinformation in public debate, in Australia and beyond. It takes a triangulated approach, combining computational big data analytics with deep forensic analysis, to reveal the complex ‘fake news’ ecosystem, replace 'fake news' with more precise terminology, and provide recommendations for policy responses based on robust evidence.Read moreRead less