QualA-D: a quality aware query engine for next generation data integration systems. This project will address the growing diversity of the web/user community by developing new approaches for data integration that incorporate data quality requirements such as data currency, completeness and coverage. First-of-breed quality aware query system is expected to be developed that will assist in improving user experience and satisfaction.
A framework for scalable ontology enrichment and change. This project aims to develop novel techniques and software systems for constructing a new generation of knowledge management applications. The results will improve current information management technologies and will be used in practical applications such as the semantic web, bioinformatics and e-sciences.
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manually conduct systematic reviews in the traditional manner, taking on average 2 years and $350K and becoming already outdated when published.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
Banks, endogenous network formations and financial crisis. This project aims to understand how endogenous network formations affect financial crisis and how such situations can be made into a coherent microeconomic model of financial network formations using modern tools in economics. The project intends to study the properties of financial systems in the presence of possible financial crisis, conduct applied economic policy analysis and provide policy implications for lifting productivity and e ....Banks, endogenous network formations and financial crisis. This project aims to understand how endogenous network formations affect financial crisis and how such situations can be made into a coherent microeconomic model of financial network formations using modern tools in economics. The project intends to study the properties of financial systems in the presence of possible financial crisis, conduct applied economic policy analysis and provide policy implications for lifting productivity and economic growth. The projects expected outcomes would contribute to the theoretical understanding of financial crisis and consequences in financial markets as well as the economy and public policy. In the longer term, the project should benefit the health of the financial system.Read moreRead less
Scalable Cross-Media Hashing for Searching Heterogeneous Data Sources. This project aims to use novel indexing and search approaches to realise the value of multimedia data. The ever-increasing availability and heterogeneity of multimedia data are calling for new approaches to search information across different media types and data sources. This project aims to enable accurate and real-time cross-media searches from billions of multimedia objects collected from various media sources by tackling ....Scalable Cross-Media Hashing for Searching Heterogeneous Data Sources. This project aims to use novel indexing and search approaches to realise the value of multimedia data. The ever-increasing availability and heterogeneity of multimedia data are calling for new approaches to search information across different media types and data sources. This project aims to enable accurate and real-time cross-media searches from billions of multimedia objects collected from various media sources by tackling the heterogeneity and scalability issues. Expected outcomes include scalable cross-media hashing techniques to capture implicit correlations existing in heterogeneous data and embed high-dimensional features into short binary codes; new binary code indexing and ranking schemes to further improve search speed and quality; and a large-scale cross-media system to evaluate methods and demonstrate the practical value.Read moreRead less
The production, use and effect of social work research. This project aims to reform social work research to improve the quality and effectiveness of human services. The human services industry is vital to many people’s quality of life, but lacks innovation and struggles to demonstrate its effectiveness. Crucially for social work, research expands thinking about how to respond to social disadvantage. This project intends to examine the scope and quality of Australian social work research in child ....The production, use and effect of social work research. This project aims to reform social work research to improve the quality and effectiveness of human services. The human services industry is vital to many people’s quality of life, but lacks innovation and struggles to demonstrate its effectiveness. Crucially for social work, research expands thinking about how to respond to social disadvantage. This project intends to examine the scope and quality of Australian social work research in child protection, disability services, and aged care; assess the use of this research to the human services sector and its effect on generating innovation; and develop strategies to advance the production, uptake, and effect of social work research.Read moreRead less
Towards Robust Hydrogen Electrode for High-Rate Alkaline Electrolysis. This project aims to develop robust, efficient porous hybrid hydrogen electrodes for electrochemical hydrogen production in anion exchange membrane water electrolyser. anion exchange membrane water electrolyser powered by renewable energy has emerged as a key avenue towards clean hydrogen with zero carbon footprint. However, the electrochemical turnover on the hydrogen electrode has been significantly hindered by the sluggish ....Towards Robust Hydrogen Electrode for High-Rate Alkaline Electrolysis. This project aims to develop robust, efficient porous hybrid hydrogen electrodes for electrochemical hydrogen production in anion exchange membrane water electrolyser. anion exchange membrane water electrolyser powered by renewable energy has emerged as a key avenue towards clean hydrogen with zero carbon footprint. However, the electrochemical turnover on the hydrogen electrode has been significantly hindered by the sluggish reaction kinetics in alkaline solution. The project is expected to generate cost-effective hydrogen electrodes for hydrogen electrolyzers, advanced knowledge in the electrode material engineering, electrochemical reaction mechanistic insights, and eventually promoted development of disruptive electrolysis technology.Read moreRead less
Adjudicating rights for a sustainable National Disability Insurance Scheme. The aim of the National Disability Insurance Scheme is to redress unfairness for disabled Australians. The sensitive question for government and citizens is how to determine what support is fair? The goal is support based on the perceived needs and choices of individuals. The government is additionally concerned to ensure financial sustainability by limiting expectations about reasonable and necessary support. This proje ....Adjudicating rights for a sustainable National Disability Insurance Scheme. The aim of the National Disability Insurance Scheme is to redress unfairness for disabled Australians. The sensitive question for government and citizens is how to determine what support is fair? The goal is support based on the perceived needs and choices of individuals. The government is additionally concerned to ensure financial sustainability by limiting expectations about reasonable and necessary support. This project will identify the dominant operating principles and debates concerning funded support, by analysing relevant frameworks, decisions, appeals and internal reviews. By taking an administrative justice perspective, it contributes to a critical debate about the values guiding funded support decisions and fairness outcomes.Read moreRead less
Designing for uncertainty in conservation auctions. Economic theory and case study evidence show that tenders or auctions are more efficient than grant mechanisms for encouraging landholders to produce environmental outcomes on private land. These studies have ignored the effects of uncertainty of both bidders and administrators about factors such as landholder participation and the level of environmental benefits that will be delivered. This project will test whether distributing environmental ....Designing for uncertainty in conservation auctions. Economic theory and case study evidence show that tenders or auctions are more efficient than grant mechanisms for encouraging landholders to produce environmental outcomes on private land. These studies have ignored the effects of uncertainty of both bidders and administrators about factors such as landholder participation and the level of environmental benefits that will be delivered. This project will test whether distributing environmental funds via tenders is still efficient when uncertainty about various important factors is considered. Results from this research are expected to inform the cost effective design of systems to pay landholders for the provision of environmental benefits even when there is high uncertainty.Read moreRead less
Embedding Enterprise Systems in IoT Fog Networks through Microservices. The project will enable automated re-engineering of enterprise systems, to allow them to reused in Internet-of-Things (IoT) applications. It will support efficient ways in which the core business logic of these large scale and monolithic systems can be extended into resource control and data sensing functions managed through the IoT. The project will develop a novel, fine-grained software architecture style suitable for loca ....Embedding Enterprise Systems in IoT Fog Networks through Microservices. The project will enable automated re-engineering of enterprise systems, to allow them to reused in Internet-of-Things (IoT) applications. It will support efficient ways in which the core business logic of these large scale and monolithic systems can be extended into resource control and data sensing functions managed through the IoT. The project will develop a novel, fine-grained software architecture style suitable for localised IoT execution, through microservices executing autonomously on nodes of IoT fog networks. It will develop new techniques for automated discovery of microservices from enterprise systems and the verification of future-state system execution based on current-state behavioural and other properties such as security.Read moreRead less