Intelligent Collaborative Care Management. The project will provide the basis for new models of consumer care in both social and commercial settings. In a commercial setting, customer care means looking after the customer, with the hope of retaining their business. By developing a formal model of evidence-based care, together with the information technologies to implement this model, the project will result in higher quality, safer, more efficient and more effective care. This will produce si ....Intelligent Collaborative Care Management. The project will provide the basis for new models of consumer care in both social and commercial settings. In a commercial setting, customer care means looking after the customer, with the hope of retaining their business. By developing a formal model of evidence-based care, together with the information technologies to implement this model, the project will result in higher quality, safer, more efficient and more effective care. This will produce significant economic and social benefits for Australia across a wide range of service industries. The project will also generate export opportunities for information technology services and products in health care and other service industries. In addition, it will drive collaboration with leading global businesses, providing new paths to market for Australian research, technologies and innovations.Read moreRead less
Advanced Bayesian Networks for Epidemiology. We will demonstrate the potential of advanced Artificial Intelligence for medical informatics by extending the capabilities of Bayesian Networks. Bayesian Networks excel when researchers need to combine causal and diagnostic reasoning in areas characterised by uncertainty. But they have one flaw which hinders their use: they do not yet easily mix continuous and discrete variables. We will extend them to handle such mixes, then demonstrate how much the ....Advanced Bayesian Networks for Epidemiology. We will demonstrate the potential of advanced Artificial Intelligence for medical informatics by extending the capabilities of Bayesian Networks. Bayesian Networks excel when researchers need to combine causal and diagnostic reasoning in areas characterised by uncertainty. But they have one flaw which hinders their use: they do not yet easily mix continuous and discrete variables. We will extend them to handle such mixes, then demonstrate how much they can improve on current methods for predicting, among other things, coronary heart disease (CHD).Read moreRead less
New Methods for Researching the Existence and Impact of Political Networks on the WWW. Web mining and data visualisation technologies will be employed in a new methodology for the study of online networks built by organisations (or any entity). The methodology will provide insights into the online networking behaviour of Australian political parties, producing information on how extensively parties are using the Web to connect with other groups, which parties use it most effectively and whether ....New Methods for Researching the Existence and Impact of Political Networks on the WWW. Web mining and data visualisation technologies will be employed in a new methodology for the study of online networks built by organisations (or any entity). The methodology will provide insights into the online networking behaviour of Australian political parties, producing information on how extensively parties are using the Web to connect with other groups, which parties use it most effectively and whether they form online political ?communities?. The methodology will be embodied in an integrated software package that will be of use to researchers in academia, government and business, and hence of significant commercial potential.Read moreRead less
Computational techniques for protease research. Protease research is an area of intensive research in Australia. Correctly assessing the mechanisms of protease function is crucial not only for improving our health through medical research and drug development, but also to multiple national areas of research and development, including biotechnology, agriculture, and industries such as the dairy industry. This project will develop innovative computational techniques to advance understanding of h ....Computational techniques for protease research. Protease research is an area of intensive research in Australia. Correctly assessing the mechanisms of protease function is crucial not only for improving our health through medical research and drug development, but also to multiple national areas of research and development, including biotechnology, agriculture, and industries such as the dairy industry. This project will develop innovative computational techniques to advance understanding of how proteases function by redressing a common research assumption that can significantly affect the accuracy of protease function prediction. The outcomes will improve fundamental research into proteases, and enable improved research and development in the many fields that rely on protease work.Read moreRead less
New approaches to functional and structural genomics. Genome sequencing has revealed complete sets of macromolecules that make up our cells. We now need to learn how these macromolecules work together in a coordinated fashion. The proposed research will lead to the discovery of new biological molecules, interactions and processes essential for the function of cells, identify new therapeutic targets and strategies to combat disease, identify new concepts in bio- and nanotechnology, and train new ....New approaches to functional and structural genomics. Genome sequencing has revealed complete sets of macromolecules that make up our cells. We now need to learn how these macromolecules work together in a coordinated fashion. The proposed research will lead to the discovery of new biological molecules, interactions and processes essential for the function of cells, identify new therapeutic targets and strategies to combat disease, identify new concepts in bio- and nanotechnology, and train new interdisciplinary researchers. It will underpin the National Research Priorities (Frontier Technologies for Building and Transforming Australian Industries, and Promoting and Maintaining Good Health) and help Australia capitalise on a plethora of opportunities for future economic and health benefits.Read moreRead less
Planning, Communication, and Collaboration in Cognitive Systems: A Constructive Approach. Change is a constant and unavoidable characteristic of the current and foreseeable business environment. Currently systems cope poorly with change and as a result they are not sufficiently dependable and adaptable to support business agility and innovation. The aim of this project is to advance the start-of-the art and to lay a new foundation for dependable and adaptable cognitive systems that can plan, com ....Planning, Communication, and Collaboration in Cognitive Systems: A Constructive Approach. Change is a constant and unavoidable characteristic of the current and foreseeable business environment. Currently systems cope poorly with change and as a result they are not sufficiently dependable and adaptable to support business agility and innovation. The aim of this project is to advance the start-of-the art and to lay a new foundation for dependable and adaptable cognitive systems that can plan, communicate and collaborate in complex and dynamic environments.Read moreRead less
Developing a global environmental, social and economic information system. The outcome of this project will be a unique environmental information system that will open up new global analytical perspectives for international institutions, corporations and academia. It will enable decision makers to identify hidden impacts of global supply chains that could so far not be enumerated. This research will enhance Australia's international reputation in spearheading advances in Environmental Accounting ....Developing a global environmental, social and economic information system. The outcome of this project will be a unique environmental information system that will open up new global analytical perspectives for international institutions, corporations and academia. It will enable decision makers to identify hidden impacts of global supply chains that could so far not be enumerated. This research will enhance Australia's international reputation in spearheading advances in Environmental Accounting. It will fulfill ubiquitous needs of analysts worldwide, and become a sought-after export. It will demonstrate how Australians affect the global environment, and how we can improve it by changing the way we live and consume. This research is truly inter-disciplinary, and will benefit a multitude of other research areas.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0775518
Funder
Australian Research Council
Funding Amount
$170,000.00
Summary
Advanced Computational Modelling Infrastructure Network in Built Environment. The infrastructure will support and complement existing areas of specialisation at the three collaborating Victorian schools of architecture including research in urban modelling and simulation, building management and life-cycle simulations, spatial decision-making, automated data capture and modelling of complex building geometries for heritage applications. The broader aim of this network infrastructure is to provid ....Advanced Computational Modelling Infrastructure Network in Built Environment. The infrastructure will support and complement existing areas of specialisation at the three collaborating Victorian schools of architecture including research in urban modelling and simulation, building management and life-cycle simulations, spatial decision-making, automated data capture and modelling of complex building geometries for heritage applications. The broader aim of this network infrastructure is to provide a network of information sharing that will be useful to the built environment professional decision-makers including architects, planners, environmental scientists, geographers, and emergency planners, all of whom we trust will ultimately subscribe to the network once it is established.Read moreRead less
Investigations into machine learning applications in link analysis. Link analysis is an emerging tool for the detection of patterns in structured data. The detection of pattern in such data can lead to the detection of fraud occurrence, security breaches in computer systems, and patterns of social interactions with a community. It is also popularly applied to applications such as Web search engine designs and marketing analysis. This project aims to advance the area of link analysis by allowing ....Investigations into machine learning applications in link analysis. Link analysis is an emerging tool for the detection of patterns in structured data. The detection of pattern in such data can lead to the detection of fraud occurrence, security breaches in computer systems, and patterns of social interactions with a community. It is also popularly applied to applications such as Web search engine designs and marketing analysis. This project aims to advance the area of link analysis by allowing the incorporation of contextual information which accounts for relationships among actors properly. Advances in link detection will allow improvements in security and Web services on which a wide field of national bodies rely. This project can help to place Australia at the forefront of this research area.Read moreRead less
Special Research Initiatives - Grant ID: SR0567263
Funder
Australian Research Council
Funding Amount
$82,831.00
Summary
Development of Tool Interfaces and Data Standards for Enabling Remote Secondary Analysis of Qualitative Data. This proposal will promote sharing and rapid secondary analysis of natural language and other qualitative data by providing interface standards between qualitative analysis systems, and will enhance the integration of analytic methods through improved archiving. This will be achieved by the construction and dissemination of open standards for the efficient, flexible transport and storage ....Development of Tool Interfaces and Data Standards for Enabling Remote Secondary Analysis of Qualitative Data. This proposal will promote sharing and rapid secondary analysis of natural language and other qualitative data by providing interface standards between qualitative analysis systems, and will enhance the integration of analytic methods through improved archiving. This will be achieved by the construction and dissemination of open standards for the efficient, flexible transport and storage of annotation metadata, along with demonstrated implementations of these standards in qualitative tools. At the current stage of development of e-Social Science, the provision of middleware for collaborative work is more important than large-scale computational capability. The initiative will leverage existing ARC investment in qualitative data archiving.Read moreRead less