Square Eyes or All Lies? Understanding Children's Exposure to Screens. This project will examine Australian parents’ number one concern about their children’s health and behaviour – their interactions with electronic screens. Current screen time guidelines are based on low-quality evidence and lack the nuance required to address this complex issue. This project will use innovative technology to resolve these weaknesses. Wearable cameras will measure what children are doing on screens, and where, ....Square Eyes or All Lies? Understanding Children's Exposure to Screens. This project will examine Australian parents’ number one concern about their children’s health and behaviour – their interactions with electronic screens. Current screen time guidelines are based on low-quality evidence and lack the nuance required to address this complex issue. This project will use innovative technology to resolve these weaknesses. Wearable cameras will measure what children are doing on screens, and where, when, and how long they are doing it. The project will also investigate how screen time impacts children’s development and how it is influenced by their environment. This evidence will benefit children by improving screen time guidelines, and help parents understand the impact of screen time on children’s development.
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A Scalable Theory of Behavior Composition for Practical Engineering Models of Human Performance. Minimizing human error and maximizing human performance is a major design goal in safety critical systems. The development of methods for affordable human performance modeling has widespread applicability for evaluating user-system interfaces. The compositional method explored here has been shown to make accurate predictions reduce model development time by an order of magnitude. Large safety critica ....A Scalable Theory of Behavior Composition for Practical Engineering Models of Human Performance. Minimizing human error and maximizing human performance is a major design goal in safety critical systems. The development of methods for affordable human performance modeling has widespread applicability for evaluating user-system interfaces. The compositional method explored here has been shown to make accurate predictions reduce model development time by an order of magnitude. Large safety critical applications, such as military or air traffic control systems, would benefit greatly. The proposed work tests whether the compositional methods will scale to more complex domains. The work will be coordinated with Australian industry, academia, and government research efforts.Read moreRead less
Development of a computational model for the prediction of mental workload in air traffic control. The aim of the project is to develop a computational model that can measure the flow of traffic through an air sector, and predict the level of workload that an air traffic controller will experience, as well as the overall risk of breakdowns in separation between aircaft. The purpose is to develop a tool that can be used for the purposes of risk analysis and scenario planning. This is a multidisci ....Development of a computational model for the prediction of mental workload in air traffic control. The aim of the project is to develop a computational model that can measure the flow of traffic through an air sector, and predict the level of workload that an air traffic controller will experience, as well as the overall risk of breakdowns in separation between aircaft. The purpose is to develop a tool that can be used for the purposes of risk analysis and scenario planning. This is a multidisciplinary project, integrating recent models of human memory and reasoning, with formal methods for the analysis of human-computer systems. The project will advance our understanding of human memory and reasoning in complex real-world 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
Motion and Spatial Coding in Vision. The results of this project will have implications for the design and implementation of artificial visual systems. Completion of this project will depend upon international collaboration - forging links between a young Australian investigator and outstanding overseas scientists as well as providing excellent training opportunities. Subsequent publication of the research in top-ranking international journals will further promote Australian science abroad.
Enhancing Language Learning in Ageing With Exercise. This project aims to determine if exercise improves language learning and consolidation in ageing. There is now compelling evidence for the benefits of exercise on cognition in older adults, however, it is unclear whether exercise improves age-related language problems. The project plans to examine exercise-induced changes in brain activity and biomarkers in an innovative set of studies that seeks to identify the brain mechanisms involved. The ....Enhancing Language Learning in Ageing With Exercise. This project aims to determine if exercise improves language learning and consolidation in ageing. There is now compelling evidence for the benefits of exercise on cognition in older adults, however, it is unclear whether exercise improves age-related language problems. The project plans to examine exercise-induced changes in brain activity and biomarkers in an innovative set of studies that seeks to identify the brain mechanisms involved. The findings are expected to contribute to theories of word learning and cognitive ageing and should advance our understanding of how exercise may be harnessed to optimise language and cognition. This would have practical applications in a range of populations with language and learning difficulties.Read moreRead less
ARC Research Network for Enabling Human Communication. The Human Communication Network promotes interdisciplinary research in speech, language, and sound by and between humans and machines. The network connects leading and emerging researchers across disciplines, exploits previously unrecognised intersections, supports interdisciplinary graduate training and exchanges, provides database storage infrastructure, and consults with industry and government to set, not follow, research agendas. By ge ....ARC Research Network for Enabling Human Communication. The Human Communication Network promotes interdisciplinary research in speech, language, and sound by and between humans and machines. The network connects leading and emerging researchers across disciplines, exploits previously unrecognised intersections, supports interdisciplinary graduate training and exchanges, provides database storage infrastructure, and consults with industry and government to set, not follow, research agendas. By generating an explosion of new approaches and knowledge, the network will build Australia's reputation as a leader in communication science and technology via advances in automatic speech recognition, distress call monitoring, hearing prostheses, web interfaces, and data retrieval and data mining systems.Read moreRead less
Designing work roles for crew operating multiple unmanned aircraft. The aim of this project is to identify how work roles should be designed for crew operating multiple Unmanned Aircraft (UA). Industry expects that the introduction of higher levels of automation in next-generation UA systems will reduce the operational costs associated with UA by enabling human crews to simultaneously manage multiple aircraft. The current project examines the safety and effectiveness of different types of work d ....Designing work roles for crew operating multiple unmanned aircraft. The aim of this project is to identify how work roles should be designed for crew operating multiple Unmanned Aircraft (UA). Industry expects that the introduction of higher levels of automation in next-generation UA systems will reduce the operational costs associated with UA by enabling human crews to simultaneously manage multiple aircraft. The current project examines the safety and effectiveness of different types of work designs for these systems. The primary outcome will be a set of recommendations regarding the design of work roles for the crew of next-generation UA systems. Expected benefits include improvements in safety and cost-effectiveness of next-generation UA systems.Read moreRead less
How the brain produces speech. Speech production is a fundamental ability that enables human interaction through language. Brain injuries impair this ability, with profound negative consequences for the individual and their immediate family and friends. This project will increase our understanding of the brain mechanisms involved in producing speech by using state-of-the-art brain imaging techniques. The findings will inform future clinical research and improve the advice given to clinicians, pa ....How the brain produces speech. Speech production is a fundamental ability that enables human interaction through language. Brain injuries impair this ability, with profound negative consequences for the individual and their immediate family and friends. This project will increase our understanding of the brain mechanisms involved in producing speech by using state-of-the-art brain imaging techniques. The findings will inform future clinical research and improve the advice given to clinicians, patients and the broader community about the nature of language production and its impairments and ultimately the treatment of speech disorders.Read moreRead less
The Ins and Outs of the Central Bottleneck. Humans display severe capacity limitations at multiple levels of information processing. When considering, with modern technological advances, the amount of multitasking one is called upon to do in every day life (e.g., talking on a hands-free mobile phone device and driving) it is vital to understand what stages of information processing interfere with one another. The present work will extend our knowledge regarding which cognitive operations can be ....The Ins and Outs of the Central Bottleneck. Humans display severe capacity limitations at multiple levels of information processing. When considering, with modern technological advances, the amount of multitasking one is called upon to do in every day life (e.g., talking on a hands-free mobile phone device and driving) it is vital to understand what stages of information processing interfere with one another. The present work will extend our knowledge regarding which cognitive operations can be performed concurrently without impairment. In addition, it will help us better understand processing limitations that have been linked to a variety of clinical groups such as those suffering from schizophrenia and mood disorders.Read moreRead less