Discovery Early Career Researcher Award - Grant ID: DE190101118
Funder
Australian Research Council
Funding Amount
$339,000.00
Summary
High performance density-based clustering in parallel environments. This project aims to conduct a comprehensive study on density-based clustering to improve data management in parallel computing environments. Clustering, a fundamental task in data management, is to group a set of objects such that objects in the same group (called a cluster) are more similar to each other than those in other groups in order to simplify retrieval of similar information. Clustering is widely used in many fields i ....High performance density-based clustering in parallel environments. This project aims to conduct a comprehensive study on density-based clustering to improve data management in parallel computing environments. Clustering, a fundamental task in data management, is to group a set of objects such that objects in the same group (called a cluster) are more similar to each other than those in other groups in order to simplify retrieval of similar information. Clustering is widely used in many fields including machine learning, pattern recognition, information retrieval, bioinformatics and image analysis. It is expected that the developed clustering techniques will provide significant performance improvements in industry sectors where decisions are made based on clustering data analytics, such as the sectors of finance, renewable energy and artificial intelligence.Read moreRead less
Enhancing the content and experience of Interactive Childrens Television. Interactive television (iTV) as a participatory, on-demand communication provides a unique opportunity to significantly engage, entertain and educate preschool children. Through considerable industry partner collaboration and participation, this project will evaluate three distinct interactive options produced from selected children's television programs with proven success in Australia. Usability studies employing a vari ....Enhancing the content and experience of Interactive Childrens Television. Interactive television (iTV) as a participatory, on-demand communication provides a unique opportunity to significantly engage, entertain and educate preschool children. Through considerable industry partner collaboration and participation, this project will evaluate three distinct interactive options produced from selected children's television programs with proven success in Australia. Usability studies employing a variety of surveillance techniques will evaluate content design and user response. Children's viewing habits will be evaluated within a social context (the home) and a mobile lab setting using qualitative and quantitative assessment. The results will identify effective ways to produce meaningful interactivity and will encourage future industry based research.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0668542
Funder
Australian Research Council
Funding Amount
$425,000.00
Summary
Multimedia Computing, Production, Management and Distribution for HDTV and its Applications. Australia is the first country to launch digital TV nationally. Increasingly, this platform will be used for consuming multimedia information; also the HDTV infrastructure is being applied to other domains such as telemedicine/e-Health to lower costs and improve effectiveness. For Australia to be a step ahead in the development of these applications that are beneficial to a wider community, we have to lo ....Multimedia Computing, Production, Management and Distribution for HDTV and its Applications. Australia is the first country to launch digital TV nationally. Increasingly, this platform will be used for consuming multimedia information; also the HDTV infrastructure is being applied to other domains such as telemedicine/e-Health to lower costs and improve effectiveness. For Australia to be a step ahead in the development of these applications that are beneficial to a wider community, we have to look forward and establish adequate infrastructure for the development of needed applications of the future. It is strongly believed that by doing so we can position ourselves ahead of other communities in anticipating and providing essential services to our modern society and this in turn will greatly benefit the Australian economy.Read moreRead less
Design and Development of a Web-based Intelligent Multimedia Mining System. Increasing amounts of digital multimedia data in the form of video is being captured and stored. However, even the most advanced storage and retrieval techniques lack the features required to be used singly, or in combination, to fulfil a wide range of user needs and rapid access to multimedia resources, even in a very large video database. The core challenges are indeed to develop efficient, smart and intelligent web-ba ....Design and Development of a Web-based Intelligent Multimedia Mining System. Increasing amounts of digital multimedia data in the form of video is being captured and stored. However, even the most advanced storage and retrieval techniques lack the features required to be used singly, or in combination, to fulfil a wide range of user needs and rapid access to multimedia resources, even in a very large video database. The core challenges are indeed to develop efficient, smart and intelligent web-based multimedia mining in Australia and elsewhere. In this project, we will explore techniques and develop algorithms for content-based multimedia retrieval and mining in multimedia databases.Read moreRead less
Researching, designing and evaluating online learning tools to effectively utilise audio-visual archives: critical literacies through rich task interactivity. In collaboration with Film Australia and award winning eLearning company Crank Media, researchers will prototype next-generation broadband learning tools that continually assess and respond to an individual user's knowledge gaps, and enable access to digital resources derived from personal learning styles and preferences. Underpinned by di ....Researching, designing and evaluating online learning tools to effectively utilise audio-visual archives: critical literacies through rich task interactivity. In collaboration with Film Australia and award winning eLearning company Crank Media, researchers will prototype next-generation broadband learning tools that continually assess and respond to an individual user's knowledge gaps, and enable access to digital resources derived from personal learning styles and preferences. Underpinned by distributed learning theory and working with ?rich task? activities within a content aggregation scaffolding the research will design and field test innovative online study and revision activities. It will engage learners in recognizing and switching their learning paradigms appropriately, and in articulating these decisions through dynamic content pathways utilizing Film Australia's invaluable archives.Read moreRead less
Real-time and self-adaptive stream data analyser for intensive care management. The clinical benefit of this project will be in improved success rates and reduced mortality and risk in surgery and intensive care units. The Information and communication technology (ICT) benefit of this project is associated with the novel online algorithms and models aligned with the stream data research, and will be enhanced by our stream compression techniques. The stream data analyser developed in this projec ....Real-time and self-adaptive stream data analyser for intensive care management. The clinical benefit of this project will be in improved success rates and reduced mortality and risk in surgery and intensive care units. The Information and communication technology (ICT) benefit of this project is associated with the novel online algorithms and models aligned with the stream data research, and will be enhanced by our stream compression techniques. The stream data analyser developed in this project will be suitable for more than medical surveillance data; it will also improve the processing of other kinds of massive stream data (for example data from remote sensors, communication networks and other dynamic environments). The project involves a scientifically rich collaboration that will enhance the skills of PhD students and staff and drive the field forward.Read moreRead less
Investigating, prototyping and trialling interactive online youth counselling tools. This project prototypes and trials interactive online counselling tools and evaluates their effectiveness in partnership with Australia's largest youth counselling service, Kids Help Line. There is a demonstrable need for Internet counselling practice and theory to incorporate opportunities offered by new information and communication technologies, especially to engage with the multimedia literacies of young peo ....Investigating, prototyping and trialling interactive online youth counselling tools. This project prototypes and trials interactive online counselling tools and evaluates their effectiveness in partnership with Australia's largest youth counselling service, Kids Help Line. There is a demonstrable need for Internet counselling practice and theory to incorporate opportunities offered by new information and communication technologies, especially to engage with the multimedia literacies of young people. The project will investigate multi-user graphical interactivity in youth counselling and develop an evidence base for advances in online counselling worldwide. It will research and prototype graphical tools based on traditional counselling methods to improve service delivery, and benefit the wellbeing of young Australians.Read moreRead less
Privacy Preserving Data Sharing in Electronic Health Environment. This project aims to improve access to electronic health data (EHD) while still ensuring patient privacy. EHD can provide important information for medical research and health-care resource allocations. However, data sharing in electronic health environments is challenging because of the privacy concerns of customers. Large-scale unauthorised access from internal staff has been reported in Medicare. This project aims to develop ne ....Privacy Preserving Data Sharing in Electronic Health Environment. This project aims to improve access to electronic health data (EHD) while still ensuring patient privacy. EHD can provide important information for medical research and health-care resource allocations. However, data sharing in electronic health environments is challenging because of the privacy concerns of customers. Large-scale unauthorised access from internal staff has been reported in Medicare. This project aims to develop new privacy-preserving algorithms on EHD database federations, which can provide efficient data access yet block inside attacks. It will significantly improve the data available for medical research, while reducing the cost of EHD system management and providing visualised decision supports to medical staff and the government health resource planners.Read moreRead less
Multimedia effectiveness in boosting entrepreneurial Indigenous microenterprises. This research will address a major challenge facing Indigenous people in rural, regional and metropolitan Australia: How can new media boost Indigenous microenterprises? It will do this by examining how Indigenous peoples are using new mkedia to increase community cohesion, employment, investment and tourism. In conjunction with Industry Partner, Kooemba Jdarra, this project will research and evaluate the impact In ....Multimedia effectiveness in boosting entrepreneurial Indigenous microenterprises. This research will address a major challenge facing Indigenous people in rural, regional and metropolitan Australia: How can new media boost Indigenous microenterprises? It will do this by examining how Indigenous peoples are using new mkedia to increase community cohesion, employment, investment and tourism. In conjunction with Industry Partner, Kooemba Jdarra, this project will research and evaluate the impact Indigenous microenterprises have on community development, building theoretical and practical knowledge for cultural and economic sustainability. The outcomes will include a 'best practice' model of Indigenous microenterprises and a map of activity in the area.Read moreRead less