Data sharing with strong privacy against inference attacks. This project aims to develop theories and techniques for strong protection of personal information in sharing large datasets such as national health data or census records. It intends to achieve this through developing new information theoretic methods for synthesising datasets with proven high fidelity and protection against re-identification and inference attacks, where attackers try to learn probability of sensitive data. The expecte ....Data sharing with strong privacy against inference attacks. This project aims to develop theories and techniques for strong protection of personal information in sharing large datasets such as national health data or census records. It intends to achieve this through developing new information theoretic methods for synthesising datasets with proven high fidelity and protection against re-identification and inference attacks, where attackers try to learn probability of sensitive data. The expected outcomes are algorithms for public and private sector data curators to dial up or down their data access arrangements based on privacy risks and fidelity demands linked with different data types and uses. This project intends to enable Australians to securely benefit from valuable data in decision making.Read moreRead less
Engineering Artificial Intelligence: A Spatial Representation and Reasoning Perspective. Spatial information is important in areas of national interest such as mining and exploration, environmental monitoring and planning, emergency response, and defence. Mission control centres, for instance, receive different forms of spatial data from satellites, radar, or people on the ground. They have to process the input data and make intelligent decisions in a very limited time. Intelligent systems that ....Engineering Artificial Intelligence: A Spatial Representation and Reasoning Perspective. Spatial information is important in areas of national interest such as mining and exploration, environmental monitoring and planning, emergency response, and defence. Mission control centres, for instance, receive different forms of spatial data from satellites, radar, or people on the ground. They have to process the input data and make intelligent decisions in a very limited time. Intelligent systems that are able to assist with processing different forms of spatial data efficiently and that offer reliable decision support are essential for improving the quality and reliability of such applications. This research enables future intelligent systems with these capabilities. This will directly benefit applications in areas of national interest.Read moreRead less
Food systems, urban health equity and climate stabilisation: the need for a common agenda. This research will help address two great contemporary human struggles - achieving health equity and climate stabilisation. Action concerned with economic and social policy, food systems and urban living will improve Australian and global health, and help reduce social inequity such that communities are better able both to cope with the impacts of climate change and to avert further damage to the global en ....Food systems, urban health equity and climate stabilisation: the need for a common agenda. This research will help address two great contemporary human struggles - achieving health equity and climate stabilisation. Action concerned with economic and social policy, food systems and urban living will improve Australian and global health, and help reduce social inequity such that communities are better able both to cope with the impacts of climate change and to avert further damage to the global environment. Providing an evidence base that demonstrates, for the first time, what can be done in an integrated manner, will help mobilise political and popular support for a radical break with the compartmentalised and short term approach that dominates the political agenda at state, national and global levels.Read moreRead less
Addressing time scarcity: feasible strategies for a healthy future. Lack of time is the main reason people say they don't exercise, take public transport or eat healthy food, and for many Australians (especially parents who combine working with raising children) time pressure is acute. This program of research will provide ways to reduce time barriers, to make healthy and sustainable living more feasible.
Modelling, Identification and Control of Complex Networks. Australia has been well known for its leading research in systems and control and many real-world applications in, for instance, telecommunications, defence, power grids and life sciences. This project will further promote Australia's leading position in the emerging new research field - complex networks by theoretical breakthrough in modelling, identification and control of complex networks, and cutting-edge platform technology that can ....Modelling, Identification and Control of Complex Networks. Australia has been well known for its leading research in systems and control and many real-world applications in, for instance, telecommunications, defence, power grids and life sciences. This project will further promote Australia's leading position in the emerging new research field - complex networks by theoretical breakthrough in modelling, identification and control of complex networks, and cutting-edge platform technology that can help Australian energy industry to reduce greenhouse emissions. It will also result in education of the next generation research leaders in this emerging field.Read moreRead less
Mental health, job quality and workforce participation: evidence from population health research to address complex problems and conflicting policies. Mental disorders such as depression are a major cause of disability. Improving mental health can increase productivity and workforce participation. However, the psychosocial quality of work is a factor that overlays the relationship between work and health. Poor quality work (for example, unreasonable time pressure, insecurity) increases the risk ....Mental health, job quality and workforce participation: evidence from population health research to address complex problems and conflicting policies. Mental disorders such as depression are a major cause of disability. Improving mental health can increase productivity and workforce participation. However, the psychosocial quality of work is a factor that overlays the relationship between work and health. Poor quality work (for example, unreasonable time pressure, insecurity) increases the risk of poor mental health, absenteeism, and exit from the workforce. This project will analyse data following people over time to investigate the long-term health and employment consequences of poor psychosocial job quality, and consider the special case of mature age workers. It will identify those individuals at greatest risk, and factors that can buffer against the adverse effects of poor quality work.Read moreRead less
Increasing internet energy and cost efficiency by improving higher-layer protocols. Australians rely heavily on our telecommunications infrastructure due to our geographic dispersion. We are also very susceptible to climate change, given our reliance on agriculture. Information technology is consuming a rapidly increasing fraction of our power and our budget. This research will help to reverse both those trends, by finding novel and practical ways to use our infrastructure more efficiently, and ....Increasing internet energy and cost efficiency by improving higher-layer protocols. Australians rely heavily on our telecommunications infrastructure due to our geographic dispersion. We are also very susceptible to climate change, given our reliance on agriculture. Information technology is consuming a rapidly increasing fraction of our power and our budget. This research will help to reverse both those trends, by finding novel and practical ways to use our infrastructure more efficiently, and to minimise its energy use. This will enable the Australian telecommunications industry to provide better service (including to Australian industries and rural communities) at lower economic and environmental cost. This project will put Australia on the international stage as a leading contributor to energy-efficient internet technology.Read moreRead less
Advanced Interface Technologies for Computational Science & Simulation. The project will research novel computer vision technologies that enable the next generation of visualisation portals for scientific collaboration. The development of new computer vision tools is key to truly natural human-machine interaction. The research outcomes of this project directly align with National Research Priority 3: Frontier Technologies. It supports four of the five relevant priority goals - Breakthrough Scien ....Advanced Interface Technologies for Computational Science & Simulation. The project will research novel computer vision technologies that enable the next generation of visualisation portals for scientific collaboration. The development of new computer vision tools is key to truly natural human-machine interaction. The research outcomes of this project directly align with National Research Priority 3: Frontier Technologies. It supports four of the five relevant priority goals - Breakthrough Science, Frontier Technologies, Smart Information Use, and Promoting an Innovation Culture and Economy. Outcomes of this research are also relevant to Research Priority 4: Safeguarding Australia, and has direct applications to video surveillance technology. Significant commercial opportunities, including licensing and spin-offs exist.Read moreRead less
Transforming charity to reduce persistent poverty. This project aims to produce empirical knowledge to assist charities to reduce persistent poverty in Australia. In Australia people in poverty use charity to subsidise limited incomes and survive on a day-to-day basis. Recently charities are expected to assist in disrupting poverty in addition to poverty relief. However there is limited knowledge about how charities work with people who are poor and how they can change to work better. This proje ....Transforming charity to reduce persistent poverty. This project aims to produce empirical knowledge to assist charities to reduce persistent poverty in Australia. In Australia people in poverty use charity to subsidise limited incomes and survive on a day-to-day basis. Recently charities are expected to assist in disrupting poverty in addition to poverty relief. However there is limited knowledge about how charities work with people who are poor and how they can change to work better. This project expects to provide knowledge that governments, social service providers, and charities can use to transform their work with people in poverty. Read moreRead less
Research to enhance measurement, understanding, and policy regulatory approaches to emerging markets and trade in mothers' milk. Innovation affecting human milk supply challenges current regulation of infant food, but new markets in human milk assist the economic valuation of breastfeeding. Mothers are finding new ways to share their milk, and milk banking and human milk-based products are emerging as alternatives to commercial infant formula. This project builds on previous world-leading Austra ....Research to enhance measurement, understanding, and policy regulatory approaches to emerging markets and trade in mothers' milk. Innovation affecting human milk supply challenges current regulation of infant food, but new markets in human milk assist the economic valuation of breastfeeding. Mothers are finding new ways to share their milk, and milk banking and human milk-based products are emerging as alternatives to commercial infant formula. This project builds on previous world-leading Australian research into the economics of breastfeeding. It aims to increase understanding of markets in milk for infants and inform regulation of milk markets and milk exchange. It will investigate key features of these markets, how milk is priced, and how to access data on market prices which might improve the social and economic valuation of breastfeeding.Read moreRead less