AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across user ....AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across users of all backgrounds, generalisation from small amounts of curated data, and dynamic interaction with the help-seeker. The project will help deliver legal assistance to some of the most vulnerable members of Australian society, and reinforce Australia's position as a world leader in AI for Law.Read moreRead less
Australian human rights complaints: Litigation, mediation or conciliation. This project will assess the effectiveness of the mechanisms used to resolve human rights complaints in Australia – conciliation, mediation and litigation. It will be the first project to evaluate the effectiveness of these mechanisms in a human rights context. Working with industry partners from the legal sector and four human rights commissions, this project will generate new knowledge on human rights complaints and on ....Australian human rights complaints: Litigation, mediation or conciliation. This project will assess the effectiveness of the mechanisms used to resolve human rights complaints in Australia – conciliation, mediation and litigation. It will be the first project to evaluate the effectiveness of these mechanisms in a human rights context. Working with industry partners from the legal sector and four human rights commissions, this project will generate new knowledge on human rights complaints and on the views of key stakeholders about the effectiveness of the mechanisms used to resolve human rights complaints. This new information will inform legal and policy reform throughout Australia. The expected outcomes include developing a robust evidence-based model for human rights dispute resolution in the Australian context.Read moreRead less
Post-separation co-parenting apps: Can they help families avoid conflict? This project aims to examine the role and effectiveness of smartphone apps in supporting families to respond to the many challenges of post-separation co-parenting. In an increasingly digital landscape where poor app choices can have serious consequences for families, this knowledge is urgently needed by parents and family law practitioners. This project expects to deliver a comprehensive understanding of the benefits and ....Post-separation co-parenting apps: Can they help families avoid conflict? This project aims to examine the role and effectiveness of smartphone apps in supporting families to respond to the many challenges of post-separation co-parenting. In an increasingly digital landscape where poor app choices can have serious consequences for families, this knowledge is urgently needed by parents and family law practitioners. This project expects to deliver a comprehensive understanding of the benefits and risks of digital divorce apps. Expected outcomes include the first web-based decision-making tool to help separated parents make important decisions about managing post-separation communication. This should provide significant benefits, including a reduced risk of parental conflict and better outcomes for children.Read moreRead less
Undocumented Migrants- Unearthing Knowledge on a Key Source of Farm Labour. The Australian horticulture industry has endemic labour challenges, both in terms of labour supply challenges and a systemic problem of non-compliance with labour standards. A core component of both problems is the entrenched reliance on undocumented migrants. Given complex supply chains transiting fresh fruit and vegetables from the farm to the consumer, undocumented workers are largely invisible. There is very little ....Undocumented Migrants- Unearthing Knowledge on a Key Source of Farm Labour. The Australian horticulture industry has endemic labour challenges, both in terms of labour supply challenges and a systemic problem of non-compliance with labour standards. A core component of both problems is the entrenched reliance on undocumented migrants. Given complex supply chains transiting fresh fruit and vegetables from the farm to the consumer, undocumented workers are largely invisible. There is very little research on undocumented workers on farms. Addressing this critical Australian and international knowledge gap, this project is the first study to comprehensively analyse the role of undocumented migrants in the horticulture industry from a multi-stakeholder approach, involving government, employers and workers.Read moreRead less
Access to justice in interpreted proceedings: the role of Judicial Officers. This project aims to examine the ways judicial officers can improve courtroom communication and prevent miscommunication and error, particularly in criminal cases where speakers of the 'new and emerging' and Aboriginal languages are involved, and where interpreters receive limited or no specialised training. Using an innovative interdisciplinary approach, the project aims to generate new knowledge in examining the varia ....Access to justice in interpreted proceedings: the role of Judicial Officers. This project aims to examine the ways judicial officers can improve courtroom communication and prevent miscommunication and error, particularly in criminal cases where speakers of the 'new and emerging' and Aboriginal languages are involved, and where interpreters receive limited or no specialised training. Using an innovative interdisciplinary approach, the project aims to generate new knowledge in examining the variations in judicial officers communications practice when working with interpreters, and their impact on the effective transmission of information in the courtroom. Expected outcomes of this project will include improved outcomes of interpreted communication and a better access to justice for non-English speaking participants.Read moreRead less
Design guidelines for safety-critical controllers in high-risk environments. This project aims to generate novel product design guidelines for developing safer controllers for use by potentially stressed individuals in high-risk situations. It will do this by generating specific insights and verifying generalisable solutions from the context of total artificial heart recipients –who must engage with critical controllers constantly. This project expects to generate new knowledge in design by esta ....Design guidelines for safety-critical controllers in high-risk environments. This project aims to generate novel product design guidelines for developing safer controllers for use by potentially stressed individuals in high-risk situations. It will do this by generating specific insights and verifying generalisable solutions from the context of total artificial heart recipients –who must engage with critical controllers constantly. This project expects to generate new knowledge in design by establishing a new research topic around an under-examined user cohort. Expected outcomes of this project include interaction design theory developments and improved controller design techniques. This should provide significant benefits and competitive advantages by lowering stress and improving safety across a range of contexts.Read moreRead less
Promoting Child and Carer Wellbeing and Placement Stability in Kinship Care. Kinship care is the fastest growing out-of-home care placement in Australia, yet least supported. This project aims to implement and evaluate an attachment and trauma-based program for kinship carers, explore its suitability for cultural adaptation for Indigenous families and co-design practical resources to promote program sustainability and trauma-informed practice. This project is Australia’s first randomised trial o ....Promoting Child and Carer Wellbeing and Placement Stability in Kinship Care. Kinship care is the fastest growing out-of-home care placement in Australia, yet least supported. This project aims to implement and evaluate an attachment and trauma-based program for kinship carers, explore its suitability for cultural adaptation for Indigenous families and co-design practical resources to promote program sustainability and trauma-informed practice. This project is Australia’s first randomised trial of a tailored program for kinship carers and expects to generate vital knowledge on evidence-based support. Via implementing an innovative program for kinship carers in statutory child protection, this project should build capacity for research-based practice and benefit family wellbeing and placement outcomes in kinship care.Read moreRead less
Family Violence Triage in Family Courts: Safety, Efficacy and Benefit. Domestic and family violence (DFV) risks are highest during relationship separation, elevated further for parents and children involved in Family Court disputes. Utilising the federal Family Courts’ Triage pilot program, this partnership project aims to examine risk pathways, burdens and costs of post-separation DFV, and the efficacy and cost-benefits of early DFV triage. The project intends to produce new knowledge about fam ....Family Violence Triage in Family Courts: Safety, Efficacy and Benefit. Domestic and family violence (DFV) risks are highest during relationship separation, elevated further for parents and children involved in Family Court disputes. Utilising the federal Family Courts’ Triage pilot program, this partnership project aims to examine risk pathways, burdens and costs of post-separation DFV, and the efficacy and cost-benefits of early DFV triage. The project intends to produce new knowledge about family and systemic drivers of safety, to advance evidence on the efficacy of DFV triage and to translate findings into new resources for preventing DFV harms. This world-first study aims to inform global family law policy and practice, with inter-generational benefit for vulnerable Australian families and for society. Read moreRead less
Play about Place: Expanding the impact of Creative Placemaking after COVID. This project aims to establish a new approach to placemaking through the development of urban play projects. The project expects to generate affordable and engaging experiences that activate existing public spaces, a typology and methodology for analysing the impacts of urban play, and a comparative study of urban play in Melbourne and Christchurch. Expected outcomes include creative placemaking strategies and projects, ....Play about Place: Expanding the impact of Creative Placemaking after COVID. This project aims to establish a new approach to placemaking through the development of urban play projects. The project expects to generate affordable and engaging experiences that activate existing public spaces, a typology and methodology for analysing the impacts of urban play, and a comparative study of urban play in Melbourne and Christchurch. Expected outcomes include creative placemaking strategies and projects, a connected impact study, and an industry resource for local government outlining our approach. This should provide significant benefits, including First Peoples storytelling experiences, city activation post-pandemic, community engagement, the potential to create jobs and provide economic and social benefit for Australia.Read moreRead less
Empowering Australia’s Visual Arts via Creative Blockchain Opportunities. This project investigates the provision of a blockchain-based solution for protecting the intellectual property and provenance of visual art, and ways to empower its economic, cultural, and social value and benefits. By exploring innovative non-fungible token (NFT) opportunities in a global cyber security context, we will co-design a user-friendly and compliant tool for expanding the creation and movement of art on existin ....Empowering Australia’s Visual Arts via Creative Blockchain Opportunities. This project investigates the provision of a blockchain-based solution for protecting the intellectual property and provenance of visual art, and ways to empower its economic, cultural, and social value and benefits. By exploring innovative non-fungible token (NFT) opportunities in a global cyber security context, we will co-design a user-friendly and compliant tool for expanding the creation and movement of art on existing virtual galleries and smart contract-enabled platforms. Building on interdisciplinary synergies between creative and IT practices, we will interrogate the efficacy, risks and governance surrounding this global technology, and produce vital new knowledge for engaging with risks and opportunities in the digital economy.Read moreRead less