Object-based motion estimation for highly efficient streaming video. This project aims to develop motion and shape estimation tools that allow video content to be predicted at any point in time using frame data that is available at other points in time. Applications of this include video coding, frame synthesis for temporal re-sampling. The project expects to develop algorithms for jointly estimating compact motion and shape descriptions of video content. These descriptions will allow quality re ....Object-based motion estimation for highly efficient streaming video. This project aims to develop motion and shape estimation tools that allow video content to be predicted at any point in time using frame data that is available at other points in time. Applications of this include video coding, frame synthesis for temporal re-sampling. The project expects to develop algorithms for jointly estimating compact motion and shape descriptions of video content. These descriptions will allow quality refinement by progressively adding spatial and temporal detail. It is expected that these compact descriptions will lead to significantly more flexible and efficient transmission of video content over modern communications networks.Read moreRead less
Mathematical modelling of information flow in social networks. This proposal aims to develop new mathematical and statistical methods to understand information flow in social networks. By using novel information theoretic techniques, it will create new methods to characterise social information flow in social networks. These tools will allow derivation of fundamental limits of predictability for AI methods applied to digital data. New mathematics of information flow will produce insights into so ....Mathematical modelling of information flow in social networks. This proposal aims to develop new mathematical and statistical methods to understand information flow in social networks. By using novel information theoretic techniques, it will create new methods to characterise social information flow in social networks. These tools will allow derivation of fundamental limits of predictability for AI methods applied to digital data. New mathematics of information flow will produce insights into social influence in online social networks. Benefits include: better understanding of how echo chambers may form in social networks, predictive models for how misinformation can spread online such as during an emergency, and a framework for intercomparison of AI methods applied to digital data on individuals. Read moreRead less
Media pluralism and online news. This project aims to chart dramatic developments in the way news is produced and consumed online and to account for this in public policy designed to promote media pluralism. It expects to advance knowledge by testing European approaches regarded in the literature as ‘world’s best’ against a series of innovative news practices, including through a big data approach to collecting media content. Expected outcomes include a shift in public policy reliance on ownersh ....Media pluralism and online news. This project aims to chart dramatic developments in the way news is produced and consumed online and to account for this in public policy designed to promote media pluralism. It expects to advance knowledge by testing European approaches regarded in the literature as ‘world’s best’ against a series of innovative news practices, including through a big data approach to collecting media content. Expected outcomes include a shift in public policy reliance on ownership and control to a more nuanced understanding of diversity based on the role of news and comment. Significant social and economic benefits could result from more targeted regulatory interventions and from greater access to news content and wider engagement with public affairs.Read moreRead less
Internet-distributed television: cultural, industrial and policy dynamics. This project aims to investigate the impact of global subscription video-on-demand platforms on national television markets. The rise of subscription video streaming has created significant challenges for Australian and international broadcast, media and cultural policy frameworks, which are struggling to keep up with audience viewing practices. This project will provide a comparative analysis of how governments are respo ....Internet-distributed television: cultural, industrial and policy dynamics. This project aims to investigate the impact of global subscription video-on-demand platforms on national television markets. The rise of subscription video streaming has created significant challenges for Australian and international broadcast, media and cultural policy frameworks, which are struggling to keep up with audience viewing practices. This project will provide a comparative analysis of how governments are responding and investigating the implications for debates about local content, local screen production, and media diversity. The project will provide an analysis of original production and programming strategies to identify new forms of trans-national media flow. The project will advance an understanding of media globalisation and provide media regulators options and opportunities for a convergent media policy environment.Read moreRead less
Creole Voices in the Caribbean and Australia: Poetics and Decolonisation. Creole Voices will investigate the experiences of Caribbean people that have been repressed or lost in colonial archives. Its first theme introduces the methods of historical poetics to Caribbean literary studies in order to recover a forgotten archive of poems written in the region’s hybrid creole languages and to reconstruct for the first time the history of Creole poetry between the end of slavery and formal decolonisat ....Creole Voices in the Caribbean and Australia: Poetics and Decolonisation. Creole Voices will investigate the experiences of Caribbean people that have been repressed or lost in colonial archives. Its first theme introduces the methods of historical poetics to Caribbean literary studies in order to recover a forgotten archive of poems written in the region’s hybrid creole languages and to reconstruct for the first time the history of Creole poetry between the end of slavery and formal decolonisation. Its second theme synthesises archival research and literary reconstruction to explore the lives of Caribbean people arriving in Australia over the same period. Creole Voices’ discoveries will be made readily accessible to Australian and Caribbean communities through online digital archives, podcasts, and publications.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
Securing Web-based Services by Policy Coherence and Proof-checking. This project aims to develop a provably correct cybersecurity system for workflows, which enables organizations to provide flexible and more secure web-based services and business communication. The project expects to generate new knowledge, theoretic advancement and result in new technologies in the areas of internet of things and cybersecurity. The expected outcomes include a software tool with documentation, which helps organ ....Securing Web-based Services by Policy Coherence and Proof-checking. This project aims to develop a provably correct cybersecurity system for workflows, which enables organizations to provide flexible and more secure web-based services and business communication. The project expects to generate new knowledge, theoretic advancement and result in new technologies in the areas of internet of things and cybersecurity. The expected outcomes include a software tool with documentation, which helps organisations achieve operational excellence and security, and maintain a trusted environment for end users. This system will provide significant economic and commercial benefits to business and end users with highly secured web-services and improved productivity through a coherent framework and proof-checked workflows.Read moreRead less
Data-driven Approach to Resilient Online Service Systems. This project aims to develop a data-driven approach to improving the resilience of online service systems. Many software systems are now provided as online services via the Internet on a 24/7 basis. Although a lot of effort has been devoted to service quality assurance, in reality, online service systems still encounter many incidents and fail to satisfy user requests. This project expects to develop innovative data-driven methods for eff ....Data-driven Approach to Resilient Online Service Systems. This project aims to develop a data-driven approach to improving the resilience of online service systems. Many software systems are now provided as online services via the Internet on a 24/7 basis. Although a lot of effort has been devoted to service quality assurance, in reality, online service systems still encounter many incidents and fail to satisfy user requests. This project expects to develop innovative data-driven methods for effective fault identification, fault localization, and failure prediction. Expected outcomes of this project include novel techniques and tools for maintaining online service systems. This project will provide significant benefits, such as improving the resilience and reliability of our cyber infrastructure.Read moreRead less
Australian Experiences of Algorithmic Culture on TikTok. This project is the first to systematically investigate how algorithmic content recommendation is shaping everyday Australian cultural experience over time, in the particular context of TikTok—the digital platform where Australians spend the most time online. The project provides critical evidence to support the government's ongoing policy initiatives intended to regulate the activities of digital platforms. Its methodological innovations ....Australian Experiences of Algorithmic Culture on TikTok. This project is the first to systematically investigate how algorithmic content recommendation is shaping everyday Australian cultural experience over time, in the particular context of TikTok—the digital platform where Australians spend the most time online. The project provides critical evidence to support the government's ongoing policy initiatives intended to regulate the activities of digital platforms. Its methodological innovations directly address the challenges of studying commercial platforms' recommender systems through a mixed-method research design combining computational and qualitative analysis, bridging universal and individual perspectives and introducing ‘citizen science’ approaches to the field of platform studies.Read moreRead less
Addressing Online Hostility in Australian Digital Cultures. This project aims to provide a comprehensive account of Australians’ experiences of online hostility, abuse, trolling and extremist hate speech, which have increased over the past decade. The research expects to analyse the experiences of diverse Australian online users, moderators and stakeholders, to determine their practices, attitudes, and innovations, and their perceptions on how to address this social problem. Expected outcomes of ....Addressing Online Hostility in Australian Digital Cultures. This project aims to provide a comprehensive account of Australians’ experiences of online hostility, abuse, trolling and extremist hate speech, which have increased over the past decade. The research expects to analyse the experiences of diverse Australian online users, moderators and stakeholders, to determine their practices, attitudes, and innovations, and their perceptions on how to address this social problem. Expected outcomes of this project include enhanced understanding of the support needs and remedies to online hostility among a diverse cross-section of Australians. This will provide significant benefits by providing roadmaps for improved intervention, support, regulation and education on digital communication in Australia.Read moreRead less