Immersive analytics: interactive data analysis using surfaces and spaces. This project aims to explore the potential for new immersive display and interaction technologies to greatly enhance the field of visual data analytics. Humans struggle to understand the masses of complex data they now accumulate. Visual data analytics offers a solution. The project expects to provide practical and theoretical frameworks for immersive data analysis and valuable intellectual property on the first practical ....Immersive analytics: interactive data analysis using surfaces and spaces. This project aims to explore the potential for new immersive display and interaction technologies to greatly enhance the field of visual data analytics. Humans struggle to understand the masses of complex data they now accumulate. Visual data analytics offers a solution. The project expects to provide practical and theoretical frameworks for immersive data analysis and valuable intellectual property on the first practical tools for immersive data analytics. This will provide significant benefits, such as allowing those across government and industry to make more informed decisions from data.Read moreRead less
Strengthening Relationships for Young People in Residential Care. Young people in residential care face major challenges in forming positive relationships, many having experienced adults as a source of threat rather than safety. This project aims to investigate practices within therapeutic residential care that enable or limit young people’s identity formation, positive social connections, safety and wellbeing. This research will generate nuanced knowledge informing interpersonal and institution ....Strengthening Relationships for Young People in Residential Care. Young people in residential care face major challenges in forming positive relationships, many having experienced adults as a source of threat rather than safety. This project aims to investigate practices within therapeutic residential care that enable or limit young people’s identity formation, positive social connections, safety and wellbeing. This research will generate nuanced knowledge informing interpersonal and institutional change. Expected outcomes include improved approaches to therapeutic care and to methods for enabling the participation of young people in care in matters that may change their life trajectory on exiting care. Expected benefits include more responsive policies and frameworks for practice.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100153
Funder
Australian Research Council
Funding Amount
$361,446.00
Summary
Automatically summarising and measuring software development activity. This project aims to create technologies for automatically repackaging, interpreting, and aggregating software development activity. The project will devise new natural-language summarisation approaches and productivity metrics that use all data available in a software repository. This is likely to lead to knowledge and tools that allow organisations to quickly integrate new developers into existing software projects, to impr ....Automatically summarising and measuring software development activity. This project aims to create technologies for automatically repackaging, interpreting, and aggregating software development activity. The project will devise new natural-language summarisation approaches and productivity metrics that use all data available in a software repository. This is likely to lead to knowledge and tools that allow organisations to quickly integrate new developers into existing software projects, to improve project awareness, and to increase productivity goals. The outcomes would include a comprehensive decision and awareness support system for software projects, based on automating the creation and continual updating of developer activity summaries and measures.Read moreRead less
Transitioning from out-of-home care: a longitudinal population-based study. This project aims to use a population-based method to examine the pathways of young people in, and transitioning from, out-of-home care in Western Australia. Young people in, and transitioning out of, out-of-home care experience many challenges. Care leavers, including a disproportionate number of Aboriginal young people, experience adverse outcomes across a range of domains leading to high social and economic costs for ....Transitioning from out-of-home care: a longitudinal population-based study. This project aims to use a population-based method to examine the pathways of young people in, and transitioning from, out-of-home care in Western Australia. Young people in, and transitioning out of, out-of-home care experience many challenges. Care leavers, including a disproportionate number of Aboriginal young people, experience adverse outcomes across a range of domains leading to high social and economic costs for the Australian community. The findings from the population-based data, together with an in-depth understanding of their lived experiences will identify a best practice model for improving their transition from care experiences to facilitate improved outcomes.Read moreRead less
Active Visual Navigation in an Unexplored Environment. This project will develop a new method for robotic navigation in which goals can be specified at a much higher level of abstraction than has previously been possible. This will be achieved using deep learning to make informed predictions about a scene layout, and navigating as an active observer in which the predictions informs actions. The outcome will be robotic agents capable of effective and efficient navigation and operation in previous ....Active Visual Navigation in an Unexplored Environment. This project will develop a new method for robotic navigation in which goals can be specified at a much higher level of abstraction than has previously been possible. This will be achieved using deep learning to make informed predictions about a scene layout, and navigating as an active observer in which the predictions informs actions. The outcome will be robotic agents capable of effective and efficient navigation and operation in previously unseen environments, and the ability to control such agents with more human-like instructions. Such capabilities are desirable, and in some cases essential, for autonomous robots in a variety of important application areas including automated warehousing and high-level control of autonomous vehicles. Read moreRead less
Solar solutions to improve energy affordability for low-income renters. This Project aims to develop solutions for low-income renters to access solar energy. Low-income households spend higher proportions of income on electricity costs. Solar energy is a key way to reduce electricity costs and thus improve energy affordability. Renters are largely excluded from this opportunity. Intended Project outcomes are solutions to access solar energy suitable for widespread application to low-income priva ....Solar solutions to improve energy affordability for low-income renters. This Project aims to develop solutions for low-income renters to access solar energy. Low-income households spend higher proportions of income on electricity costs. Solar energy is a key way to reduce electricity costs and thus improve energy affordability. Renters are largely excluded from this opportunity. Intended Project outcomes are solutions to access solar energy suitable for widespread application to low-income private, public and community rental housing. Adoption of the Project’s outcomes are expected to benefit low-income renters, assist electricity retailers to maintain and extend their customer base, and provide commercial incentives for the many stakeholders providing rental housing and residential solar and battery systems.Read moreRead less
Intelligent Technologies for Smart Cryptography. This project aims to improve cybersecurity by automating the process of generating cryptographic software for smart devices. The expected outcomes are tools that automatically produce efficient cryptographic software that resists attacks. The main benefit of this project is to reduce the amount of expert labour required when developing secure software.
Epigenetics and Indigenous Australia. This project aims to investigate how epigenetics is being received by Indigenous Australians, and to identify the potential risks and opportunities that narratives of biosocial damage entail. Epigenetics is a rapidly evolving science concerned with how life experiences, such as trauma or stress, can modify DNA and be passed on to negatively affect children's (and possibly grandchildren's) health and development. This project will offer an understanding of th ....Epigenetics and Indigenous Australia. This project aims to investigate how epigenetics is being received by Indigenous Australians, and to identify the potential risks and opportunities that narratives of biosocial damage entail. Epigenetics is a rapidly evolving science concerned with how life experiences, such as trauma or stress, can modify DNA and be passed on to negatively affect children's (and possibly grandchildren's) health and development. This project will offer an understanding of the relationships between Indigenous health and epigenetics that will help Indigenous researchers, policymakers, and government bodies make well-informed decisions about the application and direction of this new science. The research will make a significant contribution to understanding how the interplay of biology, race, and society unfold at the intersection of different knowledge systems and at the forefront of technological progress.Read moreRead less
Borderline Personality as Social Phenomena. Mental disorders attract social stigma and those diagnosed are widely misunderstood. This project aims to collect and analyse accounts of people living with Borderline Personality Disorder (BPD) - mainly women - and perspectives of social support practitioners. The intended outcome is to provide a sophisticated understanding of BPD as a social phenomenon, develop sociological evidence based on lived experiences and generate Australian digital resources ....Borderline Personality as Social Phenomena. Mental disorders attract social stigma and those diagnosed are widely misunderstood. This project aims to collect and analyse accounts of people living with Borderline Personality Disorder (BPD) - mainly women - and perspectives of social support practitioners. The intended outcome is to provide a sophisticated understanding of BPD as a social phenomenon, develop sociological evidence based on lived experiences and generate Australian digital resources including narratives of BPD, creative outputs and practitioner perspectives. The anticipated goal of this project is to inform policy and community responses addressing stigma and marginalisation, and the improvement of social support for those affected by BPD.Read moreRead less