Development of a computational model for the prediction of mental workload in air traffic control. The aim of the project is to develop a computational model that can measure the flow of traffic through an air sector, and predict the level of workload that an air traffic controller will experience, as well as the overall risk of breakdowns in separation between aircaft. The purpose is to develop a tool that can be used for the purposes of risk analysis and scenario planning. This is a multidisci ....Development of a computational model for the prediction of mental workload in air traffic control. The aim of the project is to develop a computational model that can measure the flow of traffic through an air sector, and predict the level of workload that an air traffic controller will experience, as well as the overall risk of breakdowns in separation between aircaft. The purpose is to develop a tool that can be used for the purposes of risk analysis and scenario planning. This is a multidisciplinary project, integrating recent models of human memory and reasoning, with formal methods for the analysis of human-computer systems. The project will advance our understanding of human memory and reasoning in complex real-world systems.Read moreRead less
Mechanisms of Recovery after Extinction of Conditioned Behaviour. Old habits die hard and may never die at all. My previous ARC-funded research has revealed that extinguished learning can be recovered rapidly and in unsuspected ways. This project is aimed at building a neural network to explain how old learning can recovered. In practical terms, rapid recovery has both benefits, e.g., our ability to regain old skills with brief refresher training, and costs, e.g., relapse after therapies for anx ....Mechanisms of Recovery after Extinction of Conditioned Behaviour. Old habits die hard and may never die at all. My previous ARC-funded research has revealed that extinguished learning can be recovered rapidly and in unsuspected ways. This project is aimed at building a neural network to explain how old learning can recovered. In practical terms, rapid recovery has both benefits, e.g., our ability to regain old skills with brief refresher training, and costs, e.g., relapse after therapies for anxiety disorders and substance abuse. In theoretical terms, understanding recovery in biological systems will inform research concerning both the neural basis of memory and the design of robots.Read moreRead less
Designing work roles for crew operating multiple unmanned aircraft. The aim of this project is to identify how work roles should be designed for crew operating multiple Unmanned Aircraft (UA). Industry expects that the introduction of higher levels of automation in next-generation UA systems will reduce the operational costs associated with UA by enabling human crews to simultaneously manage multiple aircraft. The current project examines the safety and effectiveness of different types of work d ....Designing work roles for crew operating multiple unmanned aircraft. The aim of this project is to identify how work roles should be designed for crew operating multiple Unmanned Aircraft (UA). Industry expects that the introduction of higher levels of automation in next-generation UA systems will reduce the operational costs associated with UA by enabling human crews to simultaneously manage multiple aircraft. The current project examines the safety and effectiveness of different types of work designs for these systems. The primary outcome will be a set of recommendations regarding the design of work roles for the crew of next-generation UA systems. Expected benefits include improvements in safety and cost-effectiveness of next-generation UA systems.Read moreRead less
Exploiting high resolution images of the retina to customise vision tests. This project will make vision tests more accurate and faster by using a person's individual eye anatomy to customise the test. The basic understandings discovered in this project are expected to be applied in clinical and research settings thus saving sight, dollars and time.
Smart algorithms for visual field assessment. Australian demographic studies show that visual impairment contributes significantly to elderly disability. Visual field loss due to glaucoma, the second leading cause of blindness in developed nations, may be slowed if detected early, but recent studies estimate 50% of Australians with glaucoma are undiagnosed. The fast and effective approaches to measuring visual fields discovered in this project will allow more accurate diagnosis and monitoring of ....Smart algorithms for visual field assessment. Australian demographic studies show that visual impairment contributes significantly to elderly disability. Visual field loss due to glaucoma, the second leading cause of blindness in developed nations, may be slowed if detected early, but recent studies estimate 50% of Australians with glaucoma are undiagnosed. The fast and effective approaches to measuring visual fields discovered in this project will allow more accurate diagnosis and monitoring of vision loss; crucial for the ARC's priority goals of "ageing well, ageing productively" and "preventative healthcare". Developing smart algorithms in conjunction with Heidelberg Engineering creates an opportunity for the international promotion of Australia's biomedical software capabilities.Read moreRead less
Implicit transmission of embodied culture. Is a culturally diverse, yet socially integrated community possible? In multicultural societies such as Australia, this is a pressing and significant question. To form and maintain a vibrant and prosperous community in the face of globalization, it is essential to understand the fundamental processes by which cultures are formed and transformed in everyday social activities. This project examines one such process, implicit cultural transmission, propose ....Implicit transmission of embodied culture. Is a culturally diverse, yet socially integrated community possible? In multicultural societies such as Australia, this is a pressing and significant question. To form and maintain a vibrant and prosperous community in the face of globalization, it is essential to understand the fundamental processes by which cultures are formed and transformed in everyday social activities. This project examines one such process, implicit cultural transmission, proposed to function in the nonconscious transmission of cultural information. Understanding the dynamics of this subtle, yet pervasive, mode of cultural influence is central to a full appreciation of how one's own culture and those of others' integrate and flourish.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101107
Funder
Australian Research Council
Funding Amount
$412,744.00
Summary
Ahead of the Game: Balancing the Gaming Industry and Public Interest. This project battles the risks and embraces the benefits of digital gaming. There is a risk that one loses control of their gaming and prioritises it over other duties. This is offset by the benefits of using digital games for health. It is the first to decode and use the health data embedded in the connection between the gamer and their game persona (avatar). It does this by concurrently assessing important gamer, family, cul ....Ahead of the Game: Balancing the Gaming Industry and Public Interest. This project battles the risks and embraces the benefits of digital gaming. There is a risk that one loses control of their gaming and prioritises it over other duties. This is offset by the benefits of using digital games for health. It is the first to decode and use the health data embedded in the connection between the gamer and their game persona (avatar). It does this by concurrently assessing important gamer, family, cultural and game structure features. Findings will prompt the ethical growth of the Australian Health games industry and inform strategies to combat gaming disorder by tailoring games to users' needs. This will uniquely benefit Australians by re-directing this growing industry to better serve the public interest.Read moreRead less
Self-Leadership towards Innovation & Well-Being. Innovation and well-being in the workplace are of paramount importance in maintaining Australia's social and economic environment. Self-leadership training provides employees with strategies to build confidence and resilience, identify opportunities in the environment, deriving greater meaning and enjoyment from work. Self-leadership training has already been shown to improve performance; this project extends self-leadership research by testing th ....Self-Leadership towards Innovation & Well-Being. Innovation and well-being in the workplace are of paramount importance in maintaining Australia's social and economic environment. Self-leadership training provides employees with strategies to build confidence and resilience, identify opportunities in the environment, deriving greater meaning and enjoyment from work. Self-leadership training has already been shown to improve performance; this project extends self-leadership research by testing the effects of self-leadership training on employee innovation and well-being. It also elucidates the psychological processes underlying improvements in innovation and well-being. The project addresses ARC Research Priorities 2 and 3 and contributes to Australia's social and economic advancement.Read moreRead less
Site-Level Community Engagement Processes in the Australian Minerals Industry: A Comparative Analysis. A key principle of corporate social responsibility is that companies should endeavour to engage with, and be responsive to, the concerns of affected local communities. With the support of four industry partners, this study will compare how community engagement has been practised at seven Australian minerals operations. The study will assess the effectiveness and appropriateness of existing enga ....Site-Level Community Engagement Processes in the Australian Minerals Industry: A Comparative Analysis. A key principle of corporate social responsibility is that companies should endeavour to engage with, and be responsive to, the concerns of affected local communities. With the support of four industry partners, this study will compare how community engagement has been practised at seven Australian minerals operations. The study will assess the effectiveness and appropriateness of existing engagement processes, account for significant differences between sites, and identify opportunities for improving how companies engage with communities. Social Identity Theory will be utilised to structure the research and inform the development of advice to industry on effective engagement strategies.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE120100177
Funder
Australian Research Council
Funding Amount
$150,000.00
Summary
A flexible high throughput analytical system for psychopharmacology and drug discovery. A sensitive new liquid chromatography mass spectrometer will enable a team of leading researchers to detect drugs of abuse and therapeutic drugs in the brain and body as well as levels of hormones, peptides and neurotransmitters. This will enhance a large number of projects examining new treatments for addictive disorders and mental illness.