Academic Buoyancy and Academic Resilience: New Approaches to Examining and Understanding Adversity and Setback in the Academic Domain. Although Federal & State/Territory governments inject millions of dollars into schools, multitudes of students fall short of their academic potential due to an inability to deal with academic adversity. Essentially, these students are not academically buoyant or resilient. This diminishes their personal capacity through life & ultimately Australia's capacity to c ....Academic Buoyancy and Academic Resilience: New Approaches to Examining and Understanding Adversity and Setback in the Academic Domain. Although Federal & State/Territory governments inject millions of dollars into schools, multitudes of students fall short of their academic potential due to an inability to deal with academic adversity. Essentially, these students are not academically buoyant or resilient. This diminishes their personal capacity through life & ultimately Australia's capacity to compete globally. The proposed Research Program conducts a comprehensive analysis of academic buoyancy & resilience & the attributes pivotal to them. In so doing, it seeks to promote & maintain young people's good academic health. According to Australian authorities (eg. Australian Bureau of Statistics, The Ministerial Council on Education, Employment, Training and Youth Affairs), young people's academic health is vital to our nation's economic, cultural, & social success.Read moreRead less
Secure and Efficient Fair Exchange Protocols. Information security is becoming increasingly important in the rapidly growing field of e-commerce. This project will enable the development of secure fair exchange protocols and schemes, which will be absolutely crucial to Australia's national security. The project will also strengthen international collaboration through the reciprocal exchange of researchers leading to a more collaborative and productive research environment. Furthermore, the proje ....Secure and Efficient Fair Exchange Protocols. Information security is becoming increasingly important in the rapidly growing field of e-commerce. This project will enable the development of secure fair exchange protocols and schemes, which will be absolutely crucial to Australia's national security. The project will also strengthen international collaboration through the reciprocal exchange of researchers leading to a more collaborative and productive research environment. Furthermore, the project will help to maintain the high research profile of Australian researchers and provide cutting-edge information technology for the Australian telecommunication industry, business and government.Read moreRead less
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
Between social enterprise and social movement: responses to environmental change at the intersection of rights and regulation. This socio-legal project will illuminate the diverse ways in which formal law blocks or encourages the efforts of ordinary citizens to respond to the challenges of reducing our carbon footprint. It will significantly develop the foundations for designing effective governance structures to support ethically-motivated citizen initiatives.
Tracking blood and blood products for a healthy start to life. This project will aim to coalesce multiple data sources to track blood and blood products from supply to recipient and improve safe and appropriate blood product transfusions for mothers and newborns. Tracking blood will assist in early identification of adverse outcomes. Identification of at-risk women and babies will allow early prevention and treatment.
New high-performance iterative error correction codes. This project develops new error correction codes to underpin the success of next-generation communications technologies. The nature of the project presents significant potential for project outcomes to be beneficial to the Australian telecommunications industry in a wide range of application areas from optical communication to digital broadcasting.
Next generation real-time trajectory mining for travel and transportation decision support. Mining human and vehicle trajectories in real time will enable a suite of next-generation applications such as traffic overload prediction, real-time event detection and route recommendation. This project will develop novel techniques for immediate mining of massive volumes of trajectory data as it is being continuously generated.
Taming Large-Volume Dynamic Graphs in the Cloud. This project aims to develop efficient and scalable algorithms to process large-volume dynamic graphs in the cloud. The project expects to address key challenges and lay theoretical foundations in large-volume dynamic graph processing, which plays an important role in developing general-purpose, real-time structural search engines. Expected outcomes of this project include theoretical foundations and scalable algorithms to process big graphs that ....Taming Large-Volume Dynamic Graphs in the Cloud. This project aims to develop efficient and scalable algorithms to process large-volume dynamic graphs in the cloud. The project expects to address key challenges and lay theoretical foundations in large-volume dynamic graph processing, which plays an important role in developing general-purpose, real-time structural search engines. Expected outcomes of this project include theoretical foundations and scalable algorithms to process big graphs that evolve rapidly over time. These enable users to monitor and analyse structural information in large dynamic networks in real time. The project expects to open up a new research direction for graph processing to enrich frontier technologies and benefit many key applications in Australia.Read moreRead less
Efficient and Scalable Processing of Dynamic Heterogeneous Graphs . This project aims to develop efficient and scalable algorithms to process large-scale dynamic heterogeneous graphs where graph nodes and edges are of multiple types and the graph structure updates dynamically. Key challenges are expected to be addressed including complex structure, high speed, and large volume of dynamic heterogeneous graphs. The anticipated outcomes include novel computing paradigms, algorithms, indexing, incre ....Efficient and Scalable Processing of Dynamic Heterogeneous Graphs . This project aims to develop efficient and scalable algorithms to process large-scale dynamic heterogeneous graphs where graph nodes and edges are of multiple types and the graph structure updates dynamically. Key challenges are expected to be addressed including complex structure, high speed, and large volume of dynamic heterogeneous graphs. The anticipated outcomes include novel computing paradigms, algorithms, indexing, incremental computation, distributed algorithms as well as a system prototype to demonstrate the practical value. Success of this project will open up a new research direction to enrich frontier technologies and benefit many key applications in Australia including cybersecurity, e-commerce, health and social networks.Read moreRead less
Efficient Management of Things for the Future World Wide Web. The future World Wide Web will connect billions of physical objects, which will offer exciting capabilities to change the world and improve the quality of human lives, just as what the Web has done in the past 20 years. Effectively and efficiently managing things is one inevitable challenge in this new era and is much more complicated than managing traditional Web documents. This project aims to focus on this key problem and develop n ....Efficient Management of Things for the Future World Wide Web. The future World Wide Web will connect billions of physical objects, which will offer exciting capabilities to change the world and improve the quality of human lives, just as what the Web has done in the past 20 years. Effectively and efficiently managing things is one inevitable challenge in this new era and is much more complicated than managing traditional Web documents. This project aims to focus on this key problem and develop novel techniques for linking resource-constrained things to the Web, searching them using a new search engine, as well as discovering latent relationships among things for advanced management tasks such as things recommendation and composition.Read moreRead less