Through Walls Collaboration to Support Command and Control Operations with Eyes and Ears in the Field. Australia is a geographically dispersed country with locations of high concentrations of technology resources. Australia requires the ability to gather real time intelligence information in the field to support planning and operational decisions by a command team for military and civil defence operations. Currently Australia supports such operations in remote areas of the country and numerous o ....Through Walls Collaboration to Support Command and Control Operations with Eyes and Ears in the Field. Australia is a geographically dispersed country with locations of high concentrations of technology resources. Australia requires the ability to gather real time intelligence information in the field to support planning and operational decisions by a command team for military and civil defence operations. Currently Australia supports such operations in remote areas of the country and numerous overseas operations. A major research outcome is the design and development of interaction techniques for the mobile users in through walls collaboration systems to control and manipulate augmented reality information in the field across a number of application domains, such as medical, maintenance, military, search and rescue, and GIS visualization.Read moreRead less
Pharmaceutical Promotion: Productive or Problematic? Pharmaceutical promotion is an issue of importance for all Australians. Pharmaceuticals are central to maintaining the health of Australians and with factors such as an ageing population and technological advances the centrality of pharmaceuticals is likely to be consolidated. A major future challenge will be how to provide pharmaceuticals efficiently, equitably and sustainably. Problematic pharmaceutical promotion such as 'disease-mongering' ....Pharmaceutical Promotion: Productive or Problematic? Pharmaceutical promotion is an issue of importance for all Australians. Pharmaceuticals are central to maintaining the health of Australians and with factors such as an ageing population and technological advances the centrality of pharmaceuticals is likely to be consolidated. A major future challenge will be how to provide pharmaceuticals efficiently, equitably and sustainably. Problematic pharmaceutical promotion such as 'disease-mongering' potentially compromises PBS efficiency and threatens sustainability. The proposed project represents a significant empirical contribution to understanding the impact of pharmaceutical promotion on the PBS and will make a significant contribution towards making the PBS sustainableRead moreRead less
Engineering safe decision support systems for healthcare. System safety is critical to the success of large-scale computerisation being undertaken to improve the quality of health services delivery worldwide. The research program will develop innovative tools and methods to improve the safety of clinical information systems. The focus on electronic prescribing systems will ensure that the outcomes of this research will have immediate impact on reducing medication errors which are a significant p ....Engineering safe decision support systems for healthcare. System safety is critical to the success of large-scale computerisation being undertaken to improve the quality of health services delivery worldwide. The research program will develop innovative tools and methods to improve the safety of clinical information systems. The focus on electronic prescribing systems will ensure that the outcomes of this research will have immediate impact on reducing medication errors which are a significant public health issue both nationally and internationally. Read moreRead less
Anchoring preventive health care to positive learning: an exploration of local methods of organising and improving clinical practices. Safe health care is the most important treatment factor for patients and families. This project focuses on how clinical professionals achieve quality and safety in their daily practices, by investigating their team processes and communications. The project produces methods and approaches for enhancing the social, organisational and clinical conducts that best rea ....Anchoring preventive health care to positive learning: an exploration of local methods of organising and improving clinical practices. Safe health care is the most important treatment factor for patients and families. This project focuses on how clinical professionals achieve quality and safety in their daily practices, by investigating their team processes and communications. The project produces methods and approaches for enhancing the social, organisational and clinical conducts that best realise high quality and safe care.Read moreRead less
An knowledge-based approach to multi-document text summarisation for automated meta-analysis of the scientific literature. The biomedical sciences produce literature at an exponential rate, and the size of this knowledge base far exceeds the capacity of humans to keep up with the growth in new knowledge. This project will develop computational text summarisation methods to abstract the content of scientific journal articles reporting clinical trials, and develop multi-document summarisation meth ....An knowledge-based approach to multi-document text summarisation for automated meta-analysis of the scientific literature. The biomedical sciences produce literature at an exponential rate, and the size of this knowledge base far exceeds the capacity of humans to keep up with the growth in new knowledge. This project will develop computational text summarisation methods to abstract the content of scientific journal articles reporting clinical trials, and develop multi-document summarisation methods to synthesise these abstracts using automated statistical meta-analysis methods. These methods have broad potential to improve text-summarisation technologies in general, to profoundly enhance our ability to integrate published knowledge, and to make a highly significant and specific contribution to improving the quality of evidence used in health decision-making. Read moreRead less
Continuous process improvement through workstation feedback for General Practice medicine using experts-in-the-loop data mining. This project investigates the iterative use of data mining results to allow experts to construct feedback to influence subsequent production work. We explore the problem in the context of General Practice medicine by having General Practitioners (GPs) review emerging patterns from their own practice's electronic medical records and author feedback to discourage undesi ....Continuous process improvement through workstation feedback for General Practice medicine using experts-in-the-loop data mining. This project investigates the iterative use of data mining results to allow experts to construct feedback to influence subsequent production work. We explore the problem in the context of General Practice medicine by having General Practitioners (GPs) review emerging patterns from their own practice's electronic medical records and author feedback to discourage undesirable patterns. The work will have immediate applicability to medical practice and will drive innovation in data mining method, notably for efficient identification of temporal and complex niche patterns. More broadly, the work will extend the way data mining is used to create new expectations of workstation behaviour.Read moreRead less
Learning strategies for personal agents to assist professional users in searching the Web. Many professional groups have large unmet information needs, with significant consequences for the public. We will take a novel strategy-based approach to the design of agents that assist humans in information search tasks, which represents a significant departure from the dominant paradigm of content-based retrieval. Our goal is to develop automated methods to learn task specific search strategies, embed ....Learning strategies for personal agents to assist professional users in searching the Web. Many professional groups have large unmet information needs, with significant consequences for the public. We will take a novel strategy-based approach to the design of agents that assist humans in information search tasks, which represents a significant departure from the dominant paradigm of content-based retrieval. Our goal is to develop automated methods to learn task specific search strategies, embed them in agents, and use them to guide human-agent interactions and search behaviours. To discover the effectiveness of our approach we will evaluate our methods with health care professionals.Read moreRead less
Enhancing the management of people living with chronic conditions: understanding the social space, that is, 'the consultation'. Promotion and maintenance of good health for people with chronic conditions assumes an effective consultation at a clinical meeting between health consumer and health professional. Whilst many health initiatives focus on length, format and content of the consultation, little is understood about the nature of the consultation itself, as a constructed and negotiated socia ....Enhancing the management of people living with chronic conditions: understanding the social space, that is, 'the consultation'. Promotion and maintenance of good health for people with chronic conditions assumes an effective consultation at a clinical meeting between health consumer and health professional. Whilst many health initiatives focus on length, format and content of the consultation, little is understood about the nature of the consultation itself, as a constructed and negotiated social space.
This study aims to explore and understand the social space that is "the consultation" between people living with chronic conditions and health professionals. It has potential to not only challenge assumptions about what the consultation is, or can be, but also to meet significant challenges posed by the management of chronic conditions.Read moreRead less
Changing modes: A study of the knowledge economy of human service research in Australia. Significant national benefits will accrue through this study of the human services knowledge economy. The creation of human services employing knowledge-based interventions will address the real needs of Australians in the current socio-political environment. In investigating how current systems of knowledge production contribute to the creation of relevant and effective human services, the research will ide ....Changing modes: A study of the knowledge economy of human service research in Australia. Significant national benefits will accrue through this study of the human services knowledge economy. The creation of human services employing knowledge-based interventions will address the real needs of Australians in the current socio-political environment. In investigating how current systems of knowledge production contribute to the creation of relevant and effective human services, the research will identify the restraints to innovation in human services and the structures in which knowledge production is articulated. In modelling an 'ideal-type' of knowledge transfer conducive to the development of socially accountable research, it will inform changes needed for effective human service delivery. Read moreRead less
Mining Multiple Information Sources through Collaborative and Comparative Analysis. Mining multiple information sources can significantly enhance our capacity for smart information use. This is because patterns behind scams, fraud, and terrorism activities are difficult to detect, unless pieces of isolated information are properly linked together for mining. This project will deliver cutting-edge data mining techniques, actionable tools, and case study materials, all of which will lead to a numb ....Mining Multiple Information Sources through Collaborative and Comparative Analysis. Mining multiple information sources can significantly enhance our capacity for smart information use. This is because patterns behind scams, fraud, and terrorism activities are difficult to detect, unless pieces of isolated information are properly linked together for mining. This project will deliver cutting-edge data mining techniques, actionable tools, and case study materials, all of which will lead to a number of high quality publications to enhance Australia's international foremost standing in the data mining community. The project will involve highly trained and skilled researchers and practitioners to advance the workforce development in the Australian information technology industry and ensure the healthy growth of the economy.Read moreRead less