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
Next-generation spatial keyword search. Spatial keyword search is like a normal web search plus additional location information, which helps users to obtain a better ranking of results by considering the spatial proximity. The success of this project will deliver a next-generation spatial keyword search system that overcomes the severe usability limitations experienced by users today.
Sociophysical Interactions: understanding the role of social and tangible technologies in maintaining good habits into old age. How can technology help us 'age well'? The project will study, design and evaluate novel information systems that integrate and support social engagement and physical activity in order to build foundational knowledge about these technologies and maintain the opportunities for social engagement and physical activity in our ageing population.
Embedding Enterprise Systems in IoT Fog Networks through Microservices. The project will enable automated re-engineering of enterprise systems, to allow them to reused in Internet-of-Things (IoT) applications. It will support efficient ways in which the core business logic of these large scale and monolithic systems can be extended into resource control and data sensing functions managed through the IoT. The project will develop a novel, fine-grained software architecture style suitable for loca ....Embedding Enterprise Systems in IoT Fog Networks through Microservices. The project will enable automated re-engineering of enterprise systems, to allow them to reused in Internet-of-Things (IoT) applications. It will support efficient ways in which the core business logic of these large scale and monolithic systems can be extended into resource control and data sensing functions managed through the IoT. The project will develop a novel, fine-grained software architecture style suitable for localised IoT execution, through microservices executing autonomously on nodes of IoT fog networks. It will develop new techniques for automated discovery of microservices from enterprise systems and the verification of future-state system execution based on current-state behavioural and other properties such as security.Read moreRead less
Humanising the Convergence of Information and Communication Technology. The convergence of Information and Communication Technologies (ICTs) enables delivery of multiple services by a single mobile device. Frequently ICT convergence is driven by the capabilities of the technology. However, if technologies are to be appropriated, that is enter into long-term use, they must be compatible with that use.
The University of Melbourne and Novell will establish a way of identifying opportunities f ....Humanising the Convergence of Information and Communication Technology. The convergence of Information and Communication Technologies (ICTs) enables delivery of multiple services by a single mobile device. Frequently ICT convergence is driven by the capabilities of the technology. However, if technologies are to be appropriated, that is enter into long-term use, they must be compatible with that use.
The University of Melbourne and Novell will establish a way of identifying opportunities for ICT convergence based on an understanding of appropriation. Our research project will examine the social and personal use of mobile ICTs by young people 16 to 22 years as the basis for understanding the human drivers of convergence.
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Smart comparison and assessment of prediction models for better health using next generation data mining. Prediction models can be used to provide early warning of events, such as adverse medical outcomes. This project will develop principles for the smart management of large collections of prediction models using data mining, enabling more timely medical interventions for Australians to live healthier and longer.
Supporting adaptive diagrammatic communication. The computing environment of the near future will allow users to access and
interact with digital information using an incredible variety of devices.
Regardless of these changes, humans will still be communicating using
diagrams and sketches. But unlike today where diagrams are static,
lifeless objects reflecting their origin in print media, the computer of
the near future will provide more flexible visual computer interfaces which
support ....Supporting adaptive diagrammatic communication. The computing environment of the near future will allow users to access and
interact with digital information using an incredible variety of devices.
Regardless of these changes, humans will still be communicating using
diagrams and sketches. But unlike today where diagrams are static,
lifeless objects reflecting their origin in print media, the computer of
the near future will provide more flexible visual computer interfaces which
support adaptive layout, user interaction and semantics based retrieval.
Based on geometric constraint solving, this project will provide a
generic computational basis for this radically new view of diagrams.
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Constrained numerical optimisation techniques for automatic graph drawing. Network visualisation (graph drawing) is an enabling technology that is valuable to many important Australian interests. This project aims to develop new techniques that are more easily adapted to specific applications than current methods. There are a range of benefits in developing this technology including but not limited to: improved mapping of terrorist networks that can aid early identification of security threats ....Constrained numerical optimisation techniques for automatic graph drawing. Network visualisation (graph drawing) is an enabling technology that is valuable to many important Australian interests. This project aims to develop new techniques that are more easily adapted to specific applications than current methods. There are a range of benefits in developing this technology including but not limited to: improved mapping of terrorist networks that can aid early identification of security threats; improved design and analysis of communication networks, either for the telecommunications industry or for emergency and disaster management scenarios such as bushfires; improved access to biological network databases used in the study of metabolic processes critical to drug development and genetic research.Read moreRead less
Sonification for complex, mission-critical work environments. Human operators must often pay attention to an immediate task while monitoring background information, but intrusive alarms often capture operators' attention inappropriately. We investigate how continuous auditory information ("sonification") can provide low-level background information when all is normal, yet capture attention to abnormalities only when needed. The results of three experiments will determine the most effective combi ....Sonification for complex, mission-critical work environments. Human operators must often pay attention to an immediate task while monitoring background information, but intrusive alarms often capture operators' attention inappropriately. We investigate how continuous auditory information ("sonification") can provide low-level background information when all is normal, yet capture attention to abnormalities only when needed. The results of three experiments will determine the most effective combination of visual and auditory information delivery; how well sonification captures attention when needed; and whether sonification captures attention to deviations from expected changes. Our findings will help establish principles of attentional mapping that significantly extend current approaches to interactive systems design.Read moreRead less
Novel audio watermarking techniques for tracing multimedia piracy. This project aims to develop inaudible, high-capacity audio watermarking techniques to trace the illegal copying and distribution of multimedia data containing a sound component, such as audios and sound videos. With the rapid growth of communication networks and the use of advanced multimedia technology, digital multimedia data can be easily copied, manipulated and distributed. This has led to strong demand for new techniques to ....Novel audio watermarking techniques for tracing multimedia piracy. This project aims to develop inaudible, high-capacity audio watermarking techniques to trace the illegal copying and distribution of multimedia data containing a sound component, such as audios and sound videos. With the rapid growth of communication networks and the use of advanced multimedia technology, digital multimedia data can be easily copied, manipulated and distributed. This has led to strong demand for new techniques to prevent illegal use of copyrighted data. The project is expected to advance the theory of audio watermarking and enhance Australia's international competitiveness in this field.
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