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
Breaking the cycle of intergenerational child maltreatment using 'big data'. This project aims to provide the first comprehensive investigation of inter-generational child maltreatment using over 50 years of linked data for a population cohort of children and their parents in New South Wales. The project will generate new knowledge about the prevalence and characteristics of families in which child maltreatment is initiated, maintained across generations, or in which the trauma cycle is broken, ....Breaking the cycle of intergenerational child maltreatment using 'big data'. This project aims to provide the first comprehensive investigation of inter-generational child maltreatment using over 50 years of linked data for a population cohort of children and their parents in New South Wales. The project will generate new knowledge about the prevalence and characteristics of families in which child maltreatment is initiated, maintained across generations, or in which the trauma cycle is broken, using innovative statistical techniques. Expected outcomes include new knowledge of the true prevalence of inter-generational family trauma that can only be known from combining inter-agency data, and enhanced capacity to identify cross-agency levers in an effort to break the cycle of inter-generational disadvantage.Read moreRead less
Strengthening Australia's Domestic and Family Violence Workforce . This project aims to generate an evidence base on the nature of domestic and family violence (DFV) work and the implications for the DFV workforce across victim, perpetrator and Aboriginal specialist services. Using the innovative method of rapid ethnography, this project expects to provide a comparative understanding of DFV work and workforce practices and requirements. Expected outcomes include workforce development strategies ....Strengthening Australia's Domestic and Family Violence Workforce . This project aims to generate an evidence base on the nature of domestic and family violence (DFV) work and the implications for the DFV workforce across victim, perpetrator and Aboriginal specialist services. Using the innovative method of rapid ethnography, this project expects to provide a comparative understanding of DFV work and workforce practices and requirements. Expected outcomes include workforce development strategies that are responsive to the context and needs of DFV work. Given the high social, health and economic costs of DFV, investing in the DFV workforce has national benefits including improved services and better client and worker wellbeing.
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Effective privacy protection for smart metering data on cloud. Privacy in smart metering data on cloud is at risk because analysis of such data can reveal user privacy such as daily lifestyle. Current privacy protection approaches lack effectiveness because they omit some privacy leakage cases or cannot be applied to metering data which is collected continuously. This project aims to systematically investigate significant challenges in the effectiveness and expects to establish innovative resear ....Effective privacy protection for smart metering data on cloud. Privacy in smart metering data on cloud is at risk because analysis of such data can reveal user privacy such as daily lifestyle. Current privacy protection approaches lack effectiveness because they omit some privacy leakage cases or cannot be applied to metering data which is collected continuously. This project aims to systematically investigate significant challenges in the effectiveness and expects to establish innovative research and solutions for enabling effective privacy protection in smart metering data on cloud. The project outcomes aims to safeguard Australian home community with pervasive deployment of smart meters and data on cloud, and benefit fast-growing privacy sensitive data hosting and applications on cloud.Read moreRead less
Improving young people's online safety when talking about suicide. This project aims to improve the safety and quality of online communication about suicide by young people. Suicide is the leading cause of death among young Australians and rates continue to rise. One commonly cited explanation for this is the way in which young people use social media to communicate about suicide. This project will directly address this by testing the impact of a set of evidence-informed guidelines and campaign ....Improving young people's online safety when talking about suicide. This project aims to improve the safety and quality of online communication about suicide by young people. Suicide is the leading cause of death among young Australians and rates continue to rise. One commonly cited explanation for this is the way in which young people use social media to communicate about suicide. This project will directly address this by testing the impact of a set of evidence-informed guidelines and campaign materials that target young people’s capacity to communicate about suicide safely on social media. Expected outcomes of this project include increased online safety for young people. This study also has national and international significance for the social media industry and the safe governance of their platforms. Read moreRead less
Massive Data Reading with Mobile Data Collectors for the Internet of Things. The Internet of Things (IoT) supports the connectivity of almost everything including powerless simple devices (such as radio frequency identification (RFID) tags), making it an indispensable technology for future industry and business. This project is to develop systematic and cost-effective approaches by leveraging existing cellular networks for the connectivity of simple sensors/devices using mobile data collectors ( ....Massive Data Reading with Mobile Data Collectors for the Internet of Things. The Internet of Things (IoT) supports the connectivity of almost everything including powerless simple devices (such as radio frequency identification (RFID) tags), making it an indispensable technology for future industry and business. This project is to develop systematic and cost-effective approaches by leveraging existing cellular networks for the connectivity of simple sensors/devices using mobile data collectors (such as smart phones) so that their information becomes available to IoT applications via cellular systems. For example, products’ information stored in RFID tags or power-limited sensors' data can be provided to logistic or IoT applications, respectively, without building dedicated systems via existing cellular systems.Read moreRead less
Effective and efficient protection of personal privacy in big personal data. Personal privacy protection is becoming increasingly important as personal data is increasingly being hosted in cloud servers, accumulating as big personal data. This project aims to develop innovative solutions for effective and efficient to address the issue of protection of personal privacy. Current approaches are neither effective nor efficient, and lack robustness. The project is expected to enhance theoretical fou ....Effective and efficient protection of personal privacy in big personal data. Personal privacy protection is becoming increasingly important as personal data is increasingly being hosted in cloud servers, accumulating as big personal data. This project aims to develop innovative solutions for effective and efficient to address the issue of protection of personal privacy. Current approaches are neither effective nor efficient, and lack robustness. The project is expected to enhance theoretical foundation of personal privacy protection in big data and cloud, and deliver an effective and efficient personal privacy protection framework with associated algorithms and prototype. These outcomes will help to protect fast-growing privacy sensitive personal data hosting and applications on cloud servers.Read moreRead less
Venture capitalist networks and the financing of innovation. This project aims to understand why some venture capitalists (VCs) are more successful than others at financing start-ups. It studies the role of network connections between individual VCs, which are an important channel through which VCs accumulate specialised skills, exchange information and establish reputation. This project will analyse how these networks evolve, whether they explain an individual VC’s performance, and how network- ....Venture capitalist networks and the financing of innovation. This project aims to understand why some venture capitalists (VCs) are more successful than others at financing start-ups. It studies the role of network connections between individual VCs, which are an important channel through which VCs accumulate specialised skills, exchange information and establish reputation. This project will analyse how these networks evolve, whether they explain an individual VC’s performance, and how network-related human capital shapes the boundaries of a VC partnership. The expected outcomes will contribute insights into low capital allocation to venture capital funds the constrained formation of new venture capital partnerships by Australian institutional investors.Read moreRead less
Financial performance, uncertainty and corporate investment decisions. It is well understood that the provision of financial reports to external stakeholders impacts their decision making. Yet the extent to which externally reported financial measures such as earnings can resolve uncertainty, and their influence on corporate investment decisions is largely unknown. This project identifies how disaggregation of earnings into market-, industry- and firm-specific components explains differences in ....Financial performance, uncertainty and corporate investment decisions. It is well understood that the provision of financial reports to external stakeholders impacts their decision making. Yet the extent to which externally reported financial measures such as earnings can resolve uncertainty, and their influence on corporate investment decisions is largely unknown. This project identifies how disaggregation of earnings into market-, industry- and firm-specific components explains differences in the quality of financial information, and the implication for accounting standards regulating the reporting of periodic performance. It applies the resulting insights to identify an uncertainty reduction role for financial reporting, and the way in which information contained in earnings impacts investment decisions. Read moreRead less
Quantitative Analysis of Systemic Risk in Insurance. This project aims to achieve a contemporary and comprehensive quantitative analysis of systemic risk in insurance. The significance lies in narrowing the gap between the studies of systemic risk in banking and insurance. Expected outcomes include the construction of insurance/reinsurance networks to formalise systemic risk, the analysis of the role of network integration, and the development of pricing frameworks to entail a systemic risk prem ....Quantitative Analysis of Systemic Risk in Insurance. This project aims to achieve a contemporary and comprehensive quantitative analysis of systemic risk in insurance. The significance lies in narrowing the gap between the studies of systemic risk in banking and insurance. Expected outcomes include the construction of insurance/reinsurance networks to formalise systemic risk, the analysis of the role of network integration, and the development of pricing frameworks to entail a systemic risk premium. The project will benefit insurers and regulators by providing a forward-looking approach to monitoring and assessing insurance risk during a systemic crisis. These important original contributions to insurance risk management will help establish Australia’s global leadership in systemic risk.Read moreRead less