The development of predictive brain function in preschool children. This project aims to track developmental changes in brain activity and connectivity in typically developing three-to-six year-old children. The preschool years are a time of huge change in children's cognitive abilities, but little is known of the corresponding changes in brain function. This work will use child-optimised magnetoencephalography to test the hypothesis that early cognitive development is characterised by refinemen ....The development of predictive brain function in preschool children. This project aims to track developmental changes in brain activity and connectivity in typically developing three-to-six year-old children. The preschool years are a time of huge change in children's cognitive abilities, but little is known of the corresponding changes in brain function. This work will use child-optimised magnetoencephalography to test the hypothesis that early cognitive development is characterised by refinement of the brain's innate ability to generate predictions about the sensory environment. The resulting insights could improve understanding of neurodevelopmental disorders such as autism.Read moreRead less
Expectations and commitments in the Australia-USA alliance. This project aims to investigate the gap between the high expectations of mutual support and the lack of detailed security commitments in the Australia-US Alliance. The project intends to use a focused approach that captures thematic aspects of the alliance through project frames and historical slices across time. Expected outcomes can advance understanding of how alliances operate as security institutions. The outcomes can help to prom ....Expectations and commitments in the Australia-USA alliance. This project aims to investigate the gap between the high expectations of mutual support and the lack of detailed security commitments in the Australia-US Alliance. The project intends to use a focused approach that captures thematic aspects of the alliance through project frames and historical slices across time. Expected outcomes can advance understanding of how alliances operate as security institutions. The outcomes can help to promote a more informed national conversation about the costs and benefits of Australia's security relationship with the United States of America (USA) and contribute to debates over the future of the Australia-USA Alliance during a period of strategic uncertainty.Read moreRead less
Learning how people read: Models, brains, big data and maths. Aims: This project aims to understand how people read. We will use novel mathematical methods, experimentation, brain imaging and computational modelling to adjudicate between model predictions.
Significance: This project expects to develop methods to understand and test important aspects of reading.
Expected outcomes: Expected outcomes are the development of novel methods for understanding complex models and the collection of data t ....Learning how people read: Models, brains, big data and maths. Aims: This project aims to understand how people read. We will use novel mathematical methods, experimentation, brain imaging and computational modelling to adjudicate between model predictions.
Significance: This project expects to develop methods to understand and test important aspects of reading.
Expected outcomes: Expected outcomes are the development of novel methods for understanding complex models and the collection of data that can extend and falsify current models of reading.
Benefits: These developments will significantly increase our understanding of how people read and what causes dyslexia. This work will also provide new ways to evaluate complex computational psychological models.Read moreRead less
Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are propos ....Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are proposed to develop recommender systems in a more responsible manner. The result of this project will not only maintain Australia's leadership in this frontier research area, but also serve as an excellent vehicle for the education and training of Australia's next generation of scholars and engineers.Read moreRead less
Hiding in Plain Sight: 'Associated Entities' and Australian Democracy. Associated Entities (AEs) are organisations that are formally linked to political parties. This project aims to examine how AEs interact with Australian democracy by investigating their impact on elections, the law, and party system dynamics. This project expects to generate new knowledge about the impact of these nearly 200 key political actors, with a particular focus on how they are able to elude significant scrutiny of th ....Hiding in Plain Sight: 'Associated Entities' and Australian Democracy. Associated Entities (AEs) are organisations that are formally linked to political parties. This project aims to examine how AEs interact with Australian democracy by investigating their impact on elections, the law, and party system dynamics. This project expects to generate new knowledge about the impact of these nearly 200 key political actors, with a particular focus on how they are able to elude significant scrutiny of their activities. Expected outcomes include a new typology of AEs, a new financial index to measure their impact, and proposals to improve their regulation. The key benefits generated include: a strengthened campaign finance regime, and enhanced transparency and integrity to Australia's democracy.Read moreRead less
Radical right populist parties. This project aims to explain why some radical right-wing populists in Western democracies enter governmental alliances with mainstream parties while others remain isolated. The emergence, spread and electoral success of radical right populists is a problem facing liberal democracy in the twenty-first century. While these parties’ policies, ideologies and rhetoric are similar, their relationships with mainstream parties are different. By examining explanatory facto ....Radical right populist parties. This project aims to explain why some radical right-wing populists in Western democracies enter governmental alliances with mainstream parties while others remain isolated. The emergence, spread and electoral success of radical right populists is a problem facing liberal democracy in the twenty-first century. While these parties’ policies, ideologies and rhetoric are similar, their relationships with mainstream parties are different. By examining explanatory factors that Political Science studies have so far been neglected, this project seeks to explain this variation and explore its implications for coalition theory.Read moreRead less
Australian Parliamentary Speech: How Deliberative? How Representative? . This project aims to assess the Australian Parliament’s representativeness and quality of debate from 1901-2020. It expects to generate new tools and knowledge about the development and workings of parliament using innovative quantitative text analysis methods. Expected outcomes include analysis of the relationship between representation (class, gender etc) and policy outcomes, an information-based measure of parliamentary ....Australian Parliamentary Speech: How Deliberative? How Representative? . This project aims to assess the Australian Parliament’s representativeness and quality of debate from 1901-2020. It expects to generate new tools and knowledge about the development and workings of parliament using innovative quantitative text analysis methods. Expected outcomes include analysis of the relationship between representation (class, gender etc) and policy outcomes, an information-based measure of parliamentary speech and a standardised dataset of Hansard. This should provide significant benefits to the scholarly community by removing cost and time barriers and build capacity for international collaborations. The objective information generated can contribute to public discussion about the efficacy of parliamentary debate.Read moreRead less
An Empirical Study of Agenda Setting in the High Court of Australia. This project aims to undertake the first comprehensive study of institutional and individual factors that facilitate and constrain access to judicial power via the High Court’s agenda setting process, special leave. Using quantitative methods, the project expects to generate new and advanced knowledge about the High Court’s role as the gatekeeper of judicial power. Expected outcomes include foundational knowledge on the nature ....An Empirical Study of Agenda Setting in the High Court of Australia. This project aims to undertake the first comprehensive study of institutional and individual factors that facilitate and constrain access to judicial power via the High Court’s agenda setting process, special leave. Using quantitative methods, the project expects to generate new and advanced knowledge about the High Court’s role as the gatekeeper of judicial power. Expected outcomes include foundational knowledge on the nature and scope of access to judicial power in Australia via policy reports, scholarly articles and datasets. This should provide significant benefits such as important insights on the impact and influence of justices, litigants, lawyers, and governments on High Court’s decisions to grant or deny special leave to appeal.Read moreRead less
The perception/production link in child language. Children with hearing loss experience continuing language difficulties, with major knock-on effects on educational and social outcomes. This project aims to uncover the connected perception and production processes that underpin these language challenges for children with hearing loss, focussing on a speech patterns also found in younger normal-hearing toddlers, and using innovative technologies that can generalize to the clinical practice. The p ....The perception/production link in child language. Children with hearing loss experience continuing language difficulties, with major knock-on effects on educational and social outcomes. This project aims to uncover the connected perception and production processes that underpin these language challenges for children with hearing loss, focussing on a speech patterns also found in younger normal-hearing toddlers, and using innovative technologies that can generalize to the clinical practice. The project outcomes will significantly advance theories of child language development, and promise to inform more accurate and better-targeted intervention for children with hearing loss, providing social benefit by improving their listening and speaking skills.Read moreRead less
Embracing Changes for Responsive Video-sharing Services. Video-sharing platforms are a critical information channel for the public. Increasing scale and shifts in user base, with Generation Z now as the dominant user, have resulted in an unprecedented amount of ubiquitous changes in the content and users of these platforms which greatly challenges the responsiveness and quality of the services provided. This project aims to design innovative algorithms to effectively predict and leverage changes ....Embracing Changes for Responsive Video-sharing Services. Video-sharing platforms are a critical information channel for the public. Increasing scale and shifts in user base, with Generation Z now as the dominant user, have resulted in an unprecedented amount of ubiquitous changes in the content and users of these platforms which greatly challenges the responsiveness and quality of the services provided. This project aims to design innovative algorithms to effectively predict and leverage changes, optimise the value of changes, and extract insights from changes for diverse downstream applications of video-sharing platforms. The expected outcomes will create new-generation representation learning techniques, and provide practical tools to amplify the socioeconomic values of video-sharing platforms.Read moreRead less