Historical frontier violence: drivers, legacy and the role of truth-telling. This project aims to build data to identify the historical factors that incited frontier violence; quantify the legacy on communities today and conduct fieldwork to understand how historical trauma is transmitted across generations. This project expects to develop new knowledge on the circumstances and legacy of settlement and the origins of gaps in life prospects between Indigenous and non-Indigenous Australians. Our e ....Historical frontier violence: drivers, legacy and the role of truth-telling. This project aims to build data to identify the historical factors that incited frontier violence; quantify the legacy on communities today and conduct fieldwork to understand how historical trauma is transmitted across generations. This project expects to develop new knowledge on the circumstances and legacy of settlement and the origins of gaps in life prospects between Indigenous and non-Indigenous Australians. Our expectation is that this will increase public acceptance of the circumstances of settlement and the need to make amends. This project should help increase public support for truth-telling and better relations between Indigenous and non-Indigenous Australians, a vital step towards reconciliation and healing the nation. Read moreRead less
Observe, Reflect, Improve: a tool to enrich Children’s Learning (ORICL). This project aims to address long-standing concerns about the quality of education and care for children during their critical first two years. It will introduce a promising, future-focused digital tool, co-designed with practitioners and providers of early childhood services, to support infant-toddler educators’ planning and practice. Building on ground-breaking pilot work, we will undertake a national implementation and e ....Observe, Reflect, Improve: a tool to enrich Children’s Learning (ORICL). This project aims to address long-standing concerns about the quality of education and care for children during their critical first two years. It will introduce a promising, future-focused digital tool, co-designed with practitioners and providers of early childhood services, to support infant-toddler educators’ planning and practice. Building on ground-breaking pilot work, we will undertake a national implementation and evaluation of the Observe, Reflect and Improve Children’s Learning (ORICL) tool. Expected outcomes include: enhanced pedagogical practices; enriched learning experiences for children birth-two; effective communication with families; and improved resourcing for providers of early childhood education and care services. Read moreRead less
ARC Centre of Excellence for the Digital Child. Our vision is for Australian children to be healthy, educated and connected. This Centre will integrate child health, education, and digital and social connectedness, innovating across disciplines to meet Australia’s ongoing challenges of supporting young children growing up in a rapidly changing digital age. The Centre’s world-leading team investigates children’s digital practices through three interconnected research programs supported by a longi ....ARC Centre of Excellence for the Digital Child. Our vision is for Australian children to be healthy, educated and connected. This Centre will integrate child health, education, and digital and social connectedness, innovating across disciplines to meet Australia’s ongoing challenges of supporting young children growing up in a rapidly changing digital age. The Centre’s world-leading team investigates children’s digital practices through three interconnected research programs supported by a longitudinal family cohort study and children’s technology laboratories. The Centre will address tensions in a contested field to inform government and non-government policy, technology innovation, and develop programs and guidelines for children, families, educators and technology developers. Read moreRead less
ARC Centre of Excellence for the Dynamics of Language. Language is central to human existence and to the flow of information. The Centre will address the most critical questions about language: How do languages evolve? How different can languages be? How do our brains acquire and process them? How can technologies deal with the complexity and enormous variability of language in its central role in human information processing? What can Australia do to increase its linguistic abilities at a time ....ARC Centre of Excellence for the Dynamics of Language. Language is central to human existence and to the flow of information. The Centre will address the most critical questions about language: How do languages evolve? How different can languages be? How do our brains acquire and process them? How can technologies deal with the complexity and enormous variability of language in its central role in human information processing? What can Australia do to increase its linguistic abilities at a time of increasingly multilingual demands in trade and information? The Centre will also secure language heritage, develop new language technologies, connect policy with indigenous and migrant communities, and build strategies to help 1st and 2nd language learning and those isolated by language difficulties.Read moreRead less
Quantum-Inspired Machine Learning. This project aims to develop new machine learning techniques based around the close correspondence between
neural networks used in deep learning, and tensor networks used in quantum physics. Tensor networks are a form of information compression that is useful in machine learning to construct a compact representation of a large data set in a way that is more amenable to understanding the internal structure than a deep neural network. Expected outcomes of this pr ....Quantum-Inspired Machine Learning. This project aims to develop new machine learning techniques based around the close correspondence between
neural networks used in deep learning, and tensor networks used in quantum physics. Tensor networks are a form of information compression that is useful in machine learning to construct a compact representation of a large data set in a way that is more amenable to understanding the internal structure than a deep neural network. Expected outcomes of this project include more resilient algorithms for machine learning, and new ways to represent quantum states that will impact fundamental physics. The resulting benefits include enhanced capacity for cross-discipline collaboration, and improved methods for future industrial applications.
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Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the h ....Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the health system. The data collected in this project will assist in developing health services to meet these needs.Read moreRead less
Co-designing a Food Sovereignty Model with Indigenous Communities. Food sovereignty asserts the rights of people and communities to healthy and culturally appropriate foods through determination of their own food and agriculture systems. With food insecurity higher among Indigenous households; a food sovereignty approach offers the potential for sustainable long-term solutions that maintain human dignity and reinvigorate knowledge systems. Drawing on national and international perspectives and u ....Co-designing a Food Sovereignty Model with Indigenous Communities. Food sovereignty asserts the rights of people and communities to healthy and culturally appropriate foods through determination of their own food and agriculture systems. With food insecurity higher among Indigenous households; a food sovereignty approach offers the potential for sustainable long-term solutions that maintain human dignity and reinvigorate knowledge systems. Drawing on national and international perspectives and using Indigenous research methodologies, this project aims to co-design a food sovereignty model that will enable Indigenous communities to effectively address food insecurity according to their local contexts. Both the process and solutions will contribute to improvements in physical, mental and social wellbeing.Read moreRead less
Reconnecting Warlpiri communities with cultural heritage materials. The projects aims to reconnect Warlpiri communities with past documentation and recordings of their cultural heritage. Centred in Yuendumu, the project expects to unpack the significance of past documentation of cultural heritage for present day Warlpiri people who live in vastly different social worlds from their forebears. Through collaborations with Warlpiri families, and Partner Organisation, Pintupi Anmatyerr Warlpiri (PAW) ....Reconnecting Warlpiri communities with cultural heritage materials. The projects aims to reconnect Warlpiri communities with past documentation and recordings of their cultural heritage. Centred in Yuendumu, the project expects to unpack the significance of past documentation of cultural heritage for present day Warlpiri people who live in vastly different social worlds from their forebears. Through collaborations with Warlpiri families, and Partner Organisation, Pintupi Anmatyerr Warlpiri (PAW) Media and Communications, the project will see the set up of activities to engage with these materials and the production of resources for use by future generations.Read moreRead less
Government web portals as government actors. This project aims to examine the architectures, rationales, effectiveness and power effects of government web portals, which are conceptualised as spaces of administrative, policy and power contestation. They are the formal public face of online government, but their effectiveness and contribution to government is largely unknown. The project uses digital research methods (hyperlink network analysis and web experiments) to comparatively assess 10 hi-t ....Government web portals as government actors. This project aims to examine the architectures, rationales, effectiveness and power effects of government web portals, which are conceptualised as spaces of administrative, policy and power contestation. They are the formal public face of online government, but their effectiveness and contribution to government is largely unknown. The project uses digital research methods (hyperlink network analysis and web experiments) to comparatively assess 10 hi-tech countries. It expects to contribute to understanding the structure and governance of the state in the 21st century, and provide foundational knowledge to underpin the next generation of government online service strategy.Read moreRead less
Fostering school attendance for students in Out-of-Home Care. This project aims to investigate why children and young people in Out-Of-Home-Care in Australia are absent from school far more than their peers. The project expects to generate new knowledge about the reasons for their absences and to develop solutions to improve attendance through: children’s own voices; detailed absence data; policy audit; and case studies of promising practice. Expected outcomes include a comprehensive conceptuali ....Fostering school attendance for students in Out-of-Home Care. This project aims to investigate why children and young people in Out-Of-Home-Care in Australia are absent from school far more than their peers. The project expects to generate new knowledge about the reasons for their absences and to develop solutions to improve attendance through: children’s own voices; detailed absence data; policy audit; and case studies of promising practice. Expected outcomes include a comprehensive conceptualisation of absences including those triggered by schools or the care context; and an evidence-informed, child-centred framework to enable attendance and, thereby, improved educational outcomes. This should provide significant social and economic benefits both for children in care and for the community. Read moreRead less