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ARC Centre of Excellence for Robotic Vision. Robots are vital to Australia's future prosperity in the face of high relative wages, low or decreasing productivity, and impending labour shortages. However the work and workplaces of our most important industries are unstructured and changeable and current robots are challenged by their inability to quickly, safely and reliably "see" and "understand" what is around them. The Centre's research will create the fundamental science and technologies th ....ARC Centre of Excellence for Robotic Vision. Robots are vital to Australia's future prosperity in the face of high relative wages, low or decreasing productivity, and impending labour shortages. However the work and workplaces of our most important industries are unstructured and changeable and current robots are challenged by their inability to quickly, safely and reliably "see" and "understand" what is around them. The Centre's research will create the fundamental science and technologies that will allow robots to see as we do, and overcome the last barrier to the ubiquitous deployment of robots into society for the benefit of all.Read moreRead less
Improved Businesss Decision-Making via Liquid Process Model Collections. This project aims to develop an innovative approach to create and update as necessary the large collection of business process models that represent a complex organisation, so that this collection captures the actual way in which the organisation performs its business processes. Deploying theoretical, conceptual and empirical research, this project aims to capitalise on the value hidden in large process data, as recorded in ....Improved Businesss Decision-Making via Liquid Process Model Collections. This project aims to develop an innovative approach to create and update as necessary the large collection of business process models that represent a complex organisation, so that this collection captures the actual way in which the organisation performs its business processes. Deploying theoretical, conceptual and empirical research, this project aims to capitalise on the value hidden in large process data, as recorded in event logs. The approach is intended to be implemented in an open-source technology to facilitate advanced investigations and predictions that can ultimately lead to better strategic decision-making. This technology also has the potential to become a research-enabling tool for the large research community in business process management.Read moreRead less
Accurate analysis of combinatorial problems: from the particular to the general. Combinatorial problems pervade all aspects of our social, environmental and economic life, but finding good solutions to these problems can take too much computer time. This project will develop new analysis tools that are effective at reducing this time, thus allowing for better solutions to be found.
Enabling small businesses to more cost-effectively use big data on cloud computing platforms. This project will invent a new generic cost model for managing big data in cloud computing. This model will enable agent-based, innovative data management technologies to reduce the cost of storage, computation and bandwidth consumption in the cloud. Outcomes will enable small businesses to use big data in cloud computing more cost effectively.
Legacy2Service: A Novel, Model-Driven Technique for Re-engineering On-Demand, Software Services out of Legacy Applications. The proliferation of software-as-a-service applications from "dotcom" players is raising expectations that other industries will make their critical desktop and mainframe software available as web-enabled software-as-a-service and mobile "apps". However, manually re-engineering legacy software is notoriously costly and frequently unsuccessful. This project will make it easi ....Legacy2Service: A Novel, Model-Driven Technique for Re-engineering On-Demand, Software Services out of Legacy Applications. The proliferation of software-as-a-service applications from "dotcom" players is raising expectations that other industries will make their critical desktop and mainframe software available as web-enabled software-as-a-service and mobile "apps". However, manually re-engineering legacy software is notoriously costly and frequently unsuccessful. This project will make it easier and quicker to turn stand-alone programs into online services by automating much of the process. Specifically, it will develop tools: for analysing program code to identify points to implement service interfaces; for displaying existing and new code dependencies visually; and, to help design and implement new software layers that link legacy services to the web.Read moreRead less
Social network sites for ambivalent socialisers: the case of smoking cessation. The aim of this project is to understand the potential of electronically-mediated engagement to support groups of ambivalent socialisers, and through this develop and evaluate new approaches to the application of social network technologies to smoking cessation.
Cooperation and reciprocity at the local scale enabled by social and mobile technologies: an empirically derived theoretical framework. The project aims to build new theories, design tools and social and mobile information technologies to support sharing of resources in local communities. Designs developed through agile software development will be built in communities to support new forms of community communication, agile ride sharing and distributed energy generation and use.
Earth soundscapes: A human-computer approach to environmental sound analysis. This project aims to visualise and analyse big sound data, to detect patterns of animal and bird calls at different temporal and spatial scales. Eco-acoustics are important for scaling environmental monitoring; since the resulting big sound data is opaque and its fully automated analysis is intractable, human-computer methods are needed to interpret the data. The project expects to deliver multi-scale sound visualisati ....Earth soundscapes: A human-computer approach to environmental sound analysis. This project aims to visualise and analyse big sound data, to detect patterns of animal and bird calls at different temporal and spatial scales. Eco-acoustics are important for scaling environmental monitoring; since the resulting big sound data is opaque and its fully automated analysis is intractable, human-computer methods are needed to interpret the data. The project expects to deliver multi-scale sound visualisation, end-user analytic tools and annotation and management methods so people can monitor the environment with insight and accuracy.Read moreRead less
Detecting Supervisory Control and Data Access (SCADA) malicious programs to protect Australian critical infrastructure. The security of SCADA systems has enormous impact to our national security and economy because they control and monitor critical infrastructure, like power, gas and water facilities and nuclear power plants, etc. This project aims to investigate the security issues and provide innovative technological solutions to detect and prevent such problems.
New information access technologies for people with intellectual disability. New information access technologies for people with intellectual disability. This project aims to co-design a social, interactive and visual internet search interface for people with intellectual disability. Enabling choice and independence is key to the new National Disability Insurance Scheme, but people with intellectual disability are effectively excluded from much of the Web. This project will investigate ways to a ....New information access technologies for people with intellectual disability. New information access technologies for people with intellectual disability. This project aims to co-design a social, interactive and visual internet search interface for people with intellectual disability. Enabling choice and independence is key to the new National Disability Insurance Scheme, but people with intellectual disability are effectively excluded from much of the Web. This project will investigate ways to access and provide information using technologies such as interactive avatars, virtual worlds and trusted social support. New interfaces will enable people with intellectual disability to inform themselves, make choices and foster their social inclusion. Expected outcomes are new search interface technology, a theoretical framework and new Web accessibility guidelines.Read moreRead less