AI-driven Effective Query Formulation for Better Systematic Reviews. This project aims to develop novel AI-based search engine methods to make the creation of systematic reviews cheaper, faster and unbiased. Systematic reviews are the cornerstone for evidence-based decisions in clinical practice and government policy making. Given the pace new research is published at, it is unsustainable to manually conduct systematic reviews in the traditional manner, taking on average 2 years and $350K and be ....AI-driven Effective Query Formulation for Better Systematic Reviews. This project aims to develop novel AI-based search engine methods to make the creation of systematic reviews cheaper, faster and unbiased. Systematic reviews are the cornerstone for evidence-based decisions in clinical practice and government policy making. Given the pace new research is published at, it is unsustainable to manually conduct systematic reviews in the traditional manner, taking on average 2 years and $350K and becoming already outdated when published. The outcomes of this project will lead to systematic reviews of higher quality, while reducing their financial and temporal costs, providing significant benefits to organisations performing reviews and their funders, and to people impacted by decisions made from the reviews.Read moreRead less
Confronting everyday harms: preventing abuse of people with disability. The findings of the Disability Royal Commission necessitate new approaches to prevent violence, abuse, neglect and exploitation. Framed by recognition theory, this project proposes empirical research with young people with cognitive disability, using a new concept of ‘everyday harms’ in their paid relationships. The results will inform early responses to poor quality interactions in disability support. The strategic alliance ....Confronting everyday harms: preventing abuse of people with disability. The findings of the Disability Royal Commission necessitate new approaches to prevent violence, abuse, neglect and exploitation. Framed by recognition theory, this project proposes empirical research with young people with cognitive disability, using a new concept of ‘everyday harms’ in their paid relationships. The results will inform early responses to poor quality interactions in disability support. The strategic alliances with the government, industry and community partners will develop a practice framework to prevent everyday harms and the escalation to abuse, and to promote safety and wellbeing. The research has policy benefits for capacity-building in the sector to act on the rights and voices of people with disability. Read moreRead less
Structural safety guidelines for accidental hydrogen explosion hazards . This project aims to develop structural safety guidelines to mitigate hydrogen explosion hazards which can be identified as a major safety concern due to the higher demand worldwide for sustainable energy sources with no carbon emission. The world’s growing demand for hydrogen and Australia’s National Hydrogen Strategy to develop the industry will make Australia a core player in hydrogen production creating a massive econom ....Structural safety guidelines for accidental hydrogen explosion hazards . This project aims to develop structural safety guidelines to mitigate hydrogen explosion hazards which can be identified as a major safety concern due to the higher demand worldwide for sustainable energy sources with no carbon emission. The world’s growing demand for hydrogen and Australia’s National Hydrogen Strategy to develop the industry will make Australia a core player in hydrogen production creating a massive economic opportunity. However, the high flammability and low ignition energy of hydrogen makes it vulnerable to accidental explosions. Hence, this project will address the lack of safety protocols in Australian Standards related to the handling of hydrogen by producing essential design recommendations.Read moreRead less
Context and Activity Recognition for Personalised Behaviour Recommendation. The Internet of Things (IoT) together with the rising popularity of smartphones opens a new world for many exciting opportunities. The overall goal of this project is to develop new algorithms and data analytical techniques in an IoT environment that can accurately monitor and analyse personalised daily activities on a continuous, real-time basis. The expected result of this project will support many critical application ....Context and Activity Recognition for Personalised Behaviour Recommendation. The Internet of Things (IoT) together with the rising popularity of smartphones opens a new world for many exciting opportunities. The overall goal of this project is to develop new algorithms and data analytical techniques in an IoT environment that can accurately monitor and analyse personalised daily activities on a continuous, real-time basis. The expected result of this project will support many critical applications such as better wellness tracking and lifestyle-related illness prevention, which will be particularly critical to Australia's aging population. This project will also serve as a vehicle to educate and train Australia’s young scholars and engineers.Read moreRead less
Robust Preference Inference from Spatial-Temporal Interaction Networks. This project aims to develop innovative techniques for effectively and efficiently managing user preference profiles from less labelled, sparse and noisy interaction data. A unified novel learning framework along with a set of data analysis techniques are expected to be developed from this project, which will provide a non-intrusive way of conducting predictive analysis on user preference profiling via discovering human expl ....Robust Preference Inference from Spatial-Temporal Interaction Networks. This project aims to develop innovative techniques for effectively and efficiently managing user preference profiles from less labelled, sparse and noisy interaction data. A unified novel learning framework along with a set of data analysis techniques are expected to be developed from this project, which will provide a non-intrusive way of conducting predictive analysis on user preference profiling via discovering human explicit and implicit interest domains. The expected results of this application will not only maintain Australia's leadership in this frontier research area, but also support many important applications that safeguard Australian people and economy such as cyber security, healthcare, and e-Commerce.Read moreRead less
Development, implementation and private and public sector adoption of Standard Business Reporting in Australia. Standard Business Reporting is a government response to the business regulatory burden and streamlines business to government reporting, but involves some cost to business in its initial uptake. This project examines the adoption decisions made and their consequences for business entities choosing to use this voluntary reporting channel.
Hydrogen generation by subsurface iron mineral transformations. Aim
The aim of this project is to elucidate key factors responsible for natural hydrogen generation in Australian subsurface environments.
Significance
Large amounts of this valuable resource are produced naturally with estimates of production rates of this “gold” hydrogen at least 100 times the annual demand for this critical resource.
Expected Outcomes
Based on improved understanding of the source of natural hydrogen, predictive ....Hydrogen generation by subsurface iron mineral transformations. Aim
The aim of this project is to elucidate key factors responsible for natural hydrogen generation in Australian subsurface environments.
Significance
Large amounts of this valuable resource are produced naturally with estimates of production rates of this “gold” hydrogen at least 100 times the annual demand for this critical resource.
Expected Outcomes
Based on improved understanding of the source of natural hydrogen, predictive tools will be developed that will assist in assessing the viability in Australia of hydrogen exploration and engineered retrieval.
Benefits
Ready access to naturally produced hydrogen could enable Australia to replace hydrogen that is currently generated via the use of unabated hydrocarbons.Read moreRead less
Curating Photography in the Age of Photo Sharing. This project aims to develop new curatorial models to enable Australian art galleries to respond effectively to changes in the medium of photography wrought by digital technologies. By conducting the first comprehensive analysis of nearly five decades of Australian photography curating and comparing it to curatorial approaches in related institutions locally and internationally, the project seeks to: identify the crucial role of photography exhib ....Curating Photography in the Age of Photo Sharing. This project aims to develop new curatorial models to enable Australian art galleries to respond effectively to changes in the medium of photography wrought by digital technologies. By conducting the first comprehensive analysis of nearly five decades of Australian photography curating and comparing it to curatorial approaches in related institutions locally and internationally, the project seeks to: identify the crucial role of photography exhibitions in the shaping of Australian visual culture; and develop opportunities for curators to better engage with the current proliferation of images, including new forms and practices of photography enabled by the Internet.Read moreRead less
A new approach to stability analysis for economic systems. This project will provide a new methodology for analysing stability in economic systems. By enhancing our understanding of stability and instability in markets for assets, credit, commodities and natural resources, this project will help economists forecast likely outcomes and improve the formulation of related economic policy.
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