Addressing Indigenous complex health, housing and social inclusion issues through critical systems approaches to build workforce capacity. The multidisciplinary research comprises the researchers, Department of Human Services and Neporendi Aboriginal Forum Inc who address complex Indigenous social problems in partnership. The participatory design provides effective solutions, both in treatment and community settings through the development of a computer-modeling technique that articulates and in ....Addressing Indigenous complex health, housing and social inclusion issues through critical systems approaches to build workforce capacity. The multidisciplinary research comprises the researchers, Department of Human Services and Neporendi Aboriginal Forum Inc who address complex Indigenous social problems in partnership. The participatory design provides effective solutions, both in treatment and community settings through the development of a computer-modeling technique that articulates and informs partnership arrangements. The research offers a practical approach to address the communication and policy issues relating to Indigenous family violence, social inclusion, homelessness and drug misuse. It develops and pilots an integrated systems management tool that builds the capacity of the human services workforce to manage referrals across services to maximize user outcomes.Read moreRead less
Use of information and communication technologies to support effective work practice innovation in the health sector: a multi-site study. Australia must develop and implement new models of health service provision to increase capacity and reduce errors within workforce and resource constraints. Working with one of the largest area health services in NSW this project will address this challenge. The results will directly benefit the community by creating and testing new models for how health prof ....Use of information and communication technologies to support effective work practice innovation in the health sector: a multi-site study. Australia must develop and implement new models of health service provision to increase capacity and reduce errors within workforce and resource constraints. Working with one of the largest area health services in NSW this project will address this challenge. The results will directly benefit the community by creating and testing new models for how health professionals can use information technologies to improve the safety, quality and efficiency of health care services. The findings will underpin national efforts to improve the productivity and effectiveness of the health workforce and its ability to respond to changing demands. The effective use of IT is a critical enabling factor for national productivity and growth. Read moreRead less
Evaluating the impact of information and communication technologies on organisational processes and outcomes: a multi-disciplinary, multi-method approach. Investment in new information and communication technologies (ICT) is a high-risk business. There is poor understanding of why so many ICTs fail in complex organisations This project will develop and test a Multi-method Evaluation Model (MEM) to measure the impact of ICT on organisational processes and outcomes in such organisations. The mod ....Evaluating the impact of information and communication technologies on organisational processes and outcomes: a multi-disciplinary, multi-method approach. Investment in new information and communication technologies (ICT) is a high-risk business. There is poor understanding of why so many ICTs fail in complex organisations This project will develop and test a Multi-method Evaluation Model (MEM) to measure the impact of ICT on organisational processes and outcomes in such organisations. The model addresses the practical complexity and political fragmentation of human practice in determining ICT use and outcomes, by considering organisational and socio-cultural factors. Key factors that predict acceptance, effective use and improvement in processes and outcomes will be identified. The generic predictive model will highlight factors which improve organisational processes and outcomes.Read moreRead less
Intention-aware cooperative driving behaviour model for Automated Vehicles. This project aims to investigate humans' cooperation with automated systems by conceptualising joint intention awareness. This project expects to generate knowledge about a new cooperative driving behaviour model for automated vehicles, utilising a transdisciplinary approach that mixes human-centric methods with deep learning techniques. Intended outcomes are new joint intention awareness theory, new interface for automa ....Intention-aware cooperative driving behaviour model for Automated Vehicles. This project aims to investigate humans' cooperation with automated systems by conceptualising joint intention awareness. This project expects to generate knowledge about a new cooperative driving behaviour model for automated vehicles, utilising a transdisciplinary approach that mixes human-centric methods with deep learning techniques. Intended outcomes are new joint intention awareness theory, new interface for automated vehicles, new methodology for cooperative behaviour research, and enhanced research capacity. The expected significant benefits are for automated systems to become more predictable, acceptable, readable and safer to use by everyday people.Read moreRead less
Computational Intelligence for Complex Structured Data. This project aims to use computational intelligence techniques to reliably learn adaptive natural human pointing and gestures to control an interface on a pseudo-3D display. Highly complex data with interconnections between elements is hard to visualise on screens. Most current tools are operated using point/click/drag on 2D screens. The physical technology to capture appropriate human behaviours exists already, but not the adaptive learnin ....Computational Intelligence for Complex Structured Data. This project aims to use computational intelligence techniques to reliably learn adaptive natural human pointing and gestures to control an interface on a pseudo-3D display. Highly complex data with interconnections between elements is hard to visualise on screens. Most current tools are operated using point/click/drag on 2D screens. The physical technology to capture appropriate human behaviours exists already, but not the adaptive learning of the syntax and semantics of individual gestures and actions, nor the multi-gesture information fusion required for understanding, which could significantly enhance efficiency, for example, in sorting through named entities in an investigation. All of this is done naturally by most human beings, using biological neural networks.Read moreRead less
Air Traffic Controller Competencies and Selection. This project targets a National Priority area Safeguarding Australia, Priority Goal: Critical Infrastructure. The partner organization Airservices Australia is a key player in the effective operation of the Australian aviation industry which is a critical and strategic component of the national transport infrastructure. Air Traffic Controllers (ATCs) provide the nation with aviation services that require them to perform all tasks without error. ....Air Traffic Controller Competencies and Selection. This project targets a National Priority area Safeguarding Australia, Priority Goal: Critical Infrastructure. The partner organization Airservices Australia is a key player in the effective operation of the Australian aviation industry which is a critical and strategic component of the national transport infrastructure. Air Traffic Controllers (ATCs) provide the nation with aviation services that require them to perform all tasks without error. The project will help develop the standards of excellence of Australian ATCs, contribute to internationalizing Australian human factors literature, develop the knowledge and skills of the Airservices staff and research team, and assist RAF and civil ATC collaboration.Read moreRead less
Scalable Visual Analytics for Uncertain Dynamic Networks. Technological advances have provided a data deluge over the past few years, and have led to many large uncertain and dynamic network models. This includes terrorist networks, marketing networks, facebook networks, various biological networks, and software engineering structures. Human understanding of such networks is difficult. This project aims to provide new methods for visual analysis of large uncertain dynamic networks such as these. ....Scalable Visual Analytics for Uncertain Dynamic Networks. Technological advances have provided a data deluge over the past few years, and have led to many large uncertain and dynamic network models. This includes terrorist networks, marketing networks, facebook networks, various biological networks, and software engineering structures. Human understanding of such networks is difficult. This project aims to provide new methods for visual analysis of large uncertain dynamic networks such as these. The algorithms developed in the project will help security analysts to monitor illegal behaviour such as money laundering and terrorist activities, help biologists understand key biological systems, and help engineers to understand large software systems.Read moreRead less
Developing and evaluating a theoretically grounded novice driver education program incorporating simulators. Australian young drivers are 13 per cent of the population but account for nearly a quarter of road deaths. This project aims to develop a research informed, theory-driven education intervention that includes a simulator component to improve their driving skills and attitudes. A process and outcome evaluation aims to assess the effectiveness of the training including the impact on how ind ....Developing and evaluating a theoretically grounded novice driver education program incorporating simulators. Australian young drivers are 13 per cent of the population but account for nearly a quarter of road deaths. This project aims to develop a research informed, theory-driven education intervention that includes a simulator component to improve their driving skills and attitudes. A process and outcome evaluation aims to assess the effectiveness of the training including the impact on how individuals learn to drive, changes in skill and attitudes as well as the influence on crashes and offences. It is intended that a second parallel study will adapt the intervention for Indigenous Australians and examine the effectiveness of this adaptation.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE130101061
Funder
Australian Research Council
Funding Amount
$373,697.00
Summary
Personal safety in the city: design solutions for after dark. The research will provide insights into the potential for mobile technology to be designed to enhance personal safety in urban environments at night. It will do so by identifying individual personal harm reduction and safety strategies, and examining the opportunities to use technology to amplify these strategies.
Human interaction with context-aware computing systems. Context-aware systems can provide seamless support of IT applications in a variety of technologies and therefore can improve: (i) work performance and adoption of IT in many industries; and (ii) the quality of life through better support for health services, education, and everyday tasks. Currently proposed solutions for context-aware systems fail to deliver systems which are usable for non-IT professionals. The proposed project will show h ....Human interaction with context-aware computing systems. Context-aware systems can provide seamless support of IT applications in a variety of technologies and therefore can improve: (i) work performance and adoption of IT in many industries; and (ii) the quality of life through better support for health services, education, and everyday tasks. Currently proposed solutions for context-aware systems fail to deliver systems which are usable for non-IT professionals. The proposed project will show how to design context-aware systems that are usable and whose autonomic decisions can be trusted. Additional benefits include increased scientific competitiveness of Australia, strengthened collaboration with international research institutions, and high quality graduates (PhDs, Masters, Honours).Read moreRead less