Global Citizen Deliberation: Analysing a Deliberative Documentary. The project will enact and film the world’s first truly global citizens’ deliberation, a global citizens’ assembly (GCA) on genome editing, and proceed to analyse the impact of the ‘deliberative documentary’ film on public understanding of complex, fast-evolving science and technology. It will investigate the cross-cultural capacity of citizens to deliberate complex value-laden issues, and so ascertain prospects for an informed g ....Global Citizen Deliberation: Analysing a Deliberative Documentary. The project will enact and film the world’s first truly global citizens’ deliberation, a global citizens’ assembly (GCA) on genome editing, and proceed to analyse the impact of the ‘deliberative documentary’ film on public understanding of complex, fast-evolving science and technology. It will investigate the cross-cultural capacity of citizens to deliberate complex value-laden issues, and so ascertain prospects for an informed global public response to challenges posed by genome editing. Research will test the effects of the deliberative documentary on viewers, examining benefits of communicating complex issues via the work of the GCA. Other benefits include improving public trust in governance and advancing the Australian film industry.
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Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data ar ....Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data are needed. This project will design, implement and evaluate visualisation methods for massive multivariate network data sets. This research is expected to be used by Australian software development, biotechnology and security companies to exploit their data.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100265
Funder
Australian Research Council
Funding Amount
$417,000.00
Summary
A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and ....A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and interpretability in decision making. Expected outcomes will benefit national cybersecurity by improving our understanding of vulnerabilities and threats involving decision actions, and by ensuring that human feedback and evaluations can help prevent catastrophic events in explorations of dynamic and complex environments.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE100100211
Funder
Australian Research Council
Funding Amount
$650,000.00
Summary
The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and developmen ....The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and development using Australian English and facilitate the development of Australian speech technology applications from automatic speech recognition and text-to-speech synthesis used in taxi and other ordering services, to hearing prostheses and talking head aids for learning-impaired children, and a range of security and forensic applications.Read moreRead less
Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultu ....Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultural issues. This project is expected to benefit industries with widely distributed multi-cultural workforces such as mining, defence and medicine.Read moreRead less
ARC Molecular and Materials Structure Research Network. The Network will build powerful e-Science resources for the structural sciences. Collaborative remote access will be developed for sophisticated instrumentation, including instruments planned for the Replacement Research Reactor and Australian Synchrotron. A structure database service with cross disciplinary content and versatile visualisation and analysis capabilities will further exemplify smart information use. The internet services will ....ARC Molecular and Materials Structure Research Network. The Network will build powerful e-Science resources for the structural sciences. Collaborative remote access will be developed for sophisticated instrumentation, including instruments planned for the Replacement Research Reactor and Australian Synchrotron. A structure database service with cross disciplinary content and versatile visualisation and analysis capabilities will further exemplify smart information use. The internet services will ultimately harness the Grid, enabling linkage into other national and international Grid systems. Encompassing physics, computer science, applied mathematics, chemistry and biochemistry, and catalysing interaction across these disciplines, the MMSN will impact all five National Research Priority 3 goals.Read moreRead less
Farming 4 Care: Using nature to cultivate resilience in young people. This project aims to explore how passive and active engagement with nature might influence outcomes for young people who have experienced trauma, maltreatment and disrupted families. These people are extremely vulnerable, but often slip through the system. As they rarely engage in traditional therapy, non-traditional interventions may offer a viable alternative that should be explored and harnessed for this population. In addi ....Farming 4 Care: Using nature to cultivate resilience in young people. This project aims to explore how passive and active engagement with nature might influence outcomes for young people who have experienced trauma, maltreatment and disrupted families. These people are extremely vulnerable, but often slip through the system. As they rarely engage in traditional therapy, non-traditional interventions may offer a viable alternative that should be explored and harnessed for this population. In addition, traditional interventions are delivered at enormous cost and with minimal success for this group. Using an innovative multidisciplinary design, the project plans to test four hypotheses about nature engagement to contribute to the growing field of nature-based interventions. Our approach offers an alternative that draws on existing community resources and benefits local organisations, young people and farmers.Read moreRead less
An Evaluation of Suspended Sentences of Imprisonment. A suspended sentence is a fixed term of imprisonment, the execution of which has been suspended in whole or in part. It is widely used in most Australian jurisdictions. A conflict between public and legal perceptions about the severity of this sanction contributes to a lack of public confidence in the criminal justice system and makes abolition or restrictions on the use of suspended sentences a real possibility when governments feel pressure ....An Evaluation of Suspended Sentences of Imprisonment. A suspended sentence is a fixed term of imprisonment, the execution of which has been suspended in whole or in part. It is widely used in most Australian jurisdictions. A conflict between public and legal perceptions about the severity of this sanction contributes to a lack of public confidence in the criminal justice system and makes abolition or restrictions on the use of suspended sentences a real possibility when governments feel pressured to be tough on crime. This project aims to explore the use of the suspended sentence and to evaluate its efficacy as an alternative to imprisonment.
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Developing a Unified Theory of Episodic Memory. This project aims to develop a model of episodic memory and to apply the model to both adult and child development data. Unlike current approaches, the model is expected to address multiple memory tasks including item recognition, associative recognition, source recognition and cued recall, and also aims to address reaction time data, allowing different sources of interference causing forgetting in adults to be identified. By addressing both encodi ....Developing a Unified Theory of Episodic Memory. This project aims to develop a model of episodic memory and to apply the model to both adult and child development data. Unlike current approaches, the model is expected to address multiple memory tasks including item recognition, associative recognition, source recognition and cued recall, and also aims to address reaction time data, allowing different sources of interference causing forgetting in adults to be identified. By addressing both encoding and retrieval processes, the model can assess how changes in different sources of interference modulate performance through the trajectory of early development. Hierarchical Bayesian estimation aims to enable a simultaneous account of multiple tasks and support future deployment in applied contexts.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200101182
Funder
Australian Research Council
Funding Amount
$395,945.00
Summary
Problem families in the 21st century: policy, practice, outcomes. The project aims to investigate intractable intergenerational disadvantage by critically examining policy and practice in relation to so-called problem families. It expects to generate new knowledge for social work, policy and welfare by documenting how problem families are understood and managed through the key areas of data linkage, priority investment, income management and family support, and how these areas might be shaped by ....Problem families in the 21st century: policy, practice, outcomes. The project aims to investigate intractable intergenerational disadvantage by critically examining policy and practice in relation to so-called problem families. It expects to generate new knowledge for social work, policy and welfare by documenting how problem families are understood and managed through the key areas of data linkage, priority investment, income management and family support, and how these areas might be shaped by emerging fields including data analytics and epigenetics. Expected outcomes include greater practitioner capacity to engage with the implications of intergenerational disadvantage and dysfunction. This should provide significant benefits including more effective interventions and a richer evidence base for policy.Read moreRead less