Rethinking auditory alarms. This project aims to investigate whether auditory displays that give listeners background information about the status of monitored processes will lead to better situation awareness than conventional auditory alarms. Recent efforts to combat alarm fatigue by reducing auditory alarms may cause listeners to lose awareness of early process deterioration and its context. This project will investigate benefits of intermittent displays summarising process status with sound ....Rethinking auditory alarms. This project aims to investigate whether auditory displays that give listeners background information about the status of monitored processes will lead to better situation awareness than conventional auditory alarms. Recent efforts to combat alarm fatigue by reducing auditory alarms may cause listeners to lose awareness of early process deterioration and its context. This project will investigate benefits of intermittent displays summarising process status with sound or time-compressed speech while participants perform specific ongoing tasks. Anticipated outcomes are safer, more effective and better tolerated ways of monitoring processes than conventional auditory alarms. Results apply to healthcare, transportation and process industries.Read moreRead less
Sonification and Multiple-Patient Monitoring. Auditory alarms on medical equipment are meant to save lives. If there are too many nuisance alarms, though, staff become unresponsive to all alarms: this is "alarm fatigue". Alarm fatigue can lead to patient harm or even death, particularly if staff must divide their attention across multiple patients. This project conjectures that a form of auditory display called sonification might be extended to multiple-patient monitoring. In a series of three s ....Sonification and Multiple-Patient Monitoring. Auditory alarms on medical equipment are meant to save lives. If there are too many nuisance alarms, though, staff become unresponsive to all alarms: this is "alarm fatigue". Alarm fatigue can lead to patient harm or even death, particularly if staff must divide their attention across multiple patients. This project conjectures that a form of auditory display called sonification might be extended to multiple-patient monitoring. In a series of three studies this project will develop and test novel sonifications for remote monitoring of multiple patients. It also tests whether a head-worn display unit can help staff orient auditory attention effectively across multiple patients without distracting from current tasks. Outcomes will offer solutions to alarm fatigue.Read moreRead less
SmartData: developing intelligent database system for communicating information to aviation and professional vehicle operators: towards safer transport industries. Detriments in human functional state is a major problem in the 'round the clock' transportation industries such as heavy-vehicle industry and aviation. The repetitive and monotonous nature of the tasks in these environments lead to fatigue, inattention and stress. This project proposes a unique and innovative SmartData system that w ....SmartData: developing intelligent database system for communicating information to aviation and professional vehicle operators: towards safer transport industries. Detriments in human functional state is a major problem in the 'round the clock' transportation industries such as heavy-vehicle industry and aviation. The repetitive and monotonous nature of the tasks in these environments lead to fatigue, inattention and stress. This project proposes a unique and innovative SmartData system that will interact with operators and their working environment to counteract detriments in human performance. The proposed SmartData system will have the capabilities of alerting and warning of potentially hazardous situations associated with degradations in human performance. This innovative project aims to improve the safety culture of two major transportation sectors.Read moreRead less
Development of Knowledge Discovery for High Dimensional Biomedical Data. The recent progress in experimental techniques of molecular genetics has made available a wealth of genome data and raised the interest for analysis of DNA sequences. As the human and mouse genome projects are in a phase of systematic sequencing, computational tools based on concepts used in science fields have recently played a prominent role. Significant contributions to this project will increasingly depend upon original ....Development of Knowledge Discovery for High Dimensional Biomedical Data. The recent progress in experimental techniques of molecular genetics has made available a wealth of genome data and raised the interest for analysis of DNA sequences. As the human and mouse genome projects are in a phase of systematic sequencing, computational tools based on concepts used in science fields have recently played a prominent role. Significant contributions to this project will increasingly depend upon original application and development of algorithms for the analysis of genomic data, and of the computational systems that support them. These challenges have fostered major progress in computer science, leading to collaborative research of global significance.Read moreRead less
Conceptualising and measuring digital emotion regulation. This project aims to develop the theory and supporting research tools to investigate how, where, and why people engage in digital emotion regulation. Individuals often use digital technologies to shape their emotions, yet social norms often cast such technology use as disrespectful or distracting. The discrepancy between the practice and perception of digital emotion regulation may be due to the lack of a systematic understanding of this ....Conceptualising and measuring digital emotion regulation. This project aims to develop the theory and supporting research tools to investigate how, where, and why people engage in digital emotion regulation. Individuals often use digital technologies to shape their emotions, yet social norms often cast such technology use as disrespectful or distracting. The discrepancy between the practice and perception of digital emotion regulation may be due to the lack of a systematic understanding of this behaviour. The project will inform the debate about technology use and its impact on work, education and interpersonal relationships. Additionally, the created knowledge will inform policy-makers, designers, and end-users about how technology use is perceived, as well as effective use of technology in everyday settings.Read moreRead less
Novel cloud computing based workflow technology for managing large numbers of process instances. Cloud computing is a recent computing paradigm which can offer workflow with services via virtualised resources from the Internet. This project develops new technology with a novel cloud workflow architecture and its corresponding innovative mechanisms for managing millions of process instances effectively. The success of this project will build and foster long-term collaboration with the industry pa ....Novel cloud computing based workflow technology for managing large numbers of process instances. Cloud computing is a recent computing paradigm which can offer workflow with services via virtualised resources from the Internet. This project develops new technology with a novel cloud workflow architecture and its corresponding innovative mechanisms for managing millions of process instances effectively. The success of this project will build and foster long-term collaboration with the industry partner. The research conducted with this project will position Australia as a world leader in this area. The intellectual property resulting from project outcomes will potentially benefit many Australian organisations with similar nature for e-business like insurance and banking processes, and e-government like Medicare and Centrelink processes.Read moreRead less
Participatory Wireless Sensor Networks. The investment in the Participatory Wireless Sensor Netwok (PWSN) research will ensure that Australia stays in the forefront of this innovative and disruptive technology. Since the PWSN concept leverages on the existing communication and sensing infrastructure, the entry cost for developing new business opportunities on it is low. There are ample opportunities for local companies (e.g. Internet service providers, mobile phone carriers and wireless service ....Participatory Wireless Sensor Networks. The investment in the Participatory Wireless Sensor Netwok (PWSN) research will ensure that Australia stays in the forefront of this innovative and disruptive technology. Since the PWSN concept leverages on the existing communication and sensing infrastructure, the entry cost for developing new business opportunities on it is low. There are ample opportunities for local companies (e.g. Internet service providers, mobile phone carriers and wireless service providers) and start-up companies to create innovative services on PWSN for both the Australian and overseas markets. Read moreRead less
Learned Academies Special Projects - Grant ID: LA170100025
Funder
Australian Research Council
Funding Amount
$210,000.00
Summary
Big data in Australian research: issues, challenges and opportunities. This project aims to enhance discovery, productivity and translation within and between disciplines in Australian research through better utilisation of big data. Advances in our ability to capture, store, process and analyse large data sets are transforming many parts of society, including the research sector. Machine learning, for example, will allow data-driven analysis of massive, unstructured data sets such as social med ....Big data in Australian research: issues, challenges and opportunities. This project aims to enhance discovery, productivity and translation within and between disciplines in Australian research through better utilisation of big data. Advances in our ability to capture, store, process and analyse large data sets are transforming many parts of society, including the research sector. Machine learning, for example, will allow data-driven analysis of massive, unstructured data sets such as social media archives or financial records in ways that will shed new light on many complex research questions. This project will map existing capability and infrastructure within and across disciplines, identify common and discipline-specific practices, challenges and opportunities, and assess technology, infrastructure, training and collaboration priorities for Australia.
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Wearable displays for high-tempo work in mission-critical worlds. This project aims to investigate how effectively head-worn display technology can support mobile work in complex high-tempo environments where workers must complete tasks quickly, handle competing demands, and manage interruptions. The project will draw on field investigations to specify functions and formats for head-worn displays, and will conduct laboratory and simulation studies to test the relative advantages of head-worn dis ....Wearable displays for high-tempo work in mission-critical worlds. This project aims to investigate how effectively head-worn display technology can support mobile work in complex high-tempo environments where workers must complete tasks quickly, handle competing demands, and manage interruptions. The project will draw on field investigations to specify functions and formats for head-worn displays, and will conduct laboratory and simulation studies to test the relative advantages of head-worn displays versus tablet computers. Work environments benefitting from the project should include emergency response, triage, defence, and field service industries.Read moreRead less
Cooperative Management of Virtual Teams and Enterprises. Thanks to the proliferation of the Internet and web technologies, it is now possible to exploit the power of these technologies to facilitate the cooperation of teams of workers across distances. Such virtual teams and virtual enterprises are expected to overcome many problems associated in the modern service industry spanning continents. Countries (such as Australia) that are located far from the main markets (e,g, Europe and North Americ ....Cooperative Management of Virtual Teams and Enterprises. Thanks to the proliferation of the Internet and web technologies, it is now possible to exploit the power of these technologies to facilitate the cooperation of teams of workers across distances. Such virtual teams and virtual enterprises are expected to overcome many problems associated in the modern service industry spanning continents. Countries (such as Australia) that are located far from the main markets (e,g, Europe and North America) stand to gain substantially from successful deployment of such virtual organisations. Researchers from UNSW and LORIA France have been working together on the development of cooperative management models for virtual enterprises. This application seeks funding for the travel of researchers across these countries to facilitate this research.Read moreRead less