Trust-Oriented Data Analytics in Online Social Networks. Trust-oriented data analytics is essential in online social networks for reducing deceitful interactions and enhancing trust between users. This project aims to systematically devise innovative solutions by considering rich social contextual information as an important source of trust. The expected outcomes of this project include innovative solutions from a fundamental perspective to the challenges of context-aware trust propagation, trus ....Trust-Oriented Data Analytics in Online Social Networks. Trust-oriented data analytics is essential in online social networks for reducing deceitful interactions and enhancing trust between users. This project aims to systematically devise innovative solutions by considering rich social contextual information as an important source of trust. The expected outcomes of this project include innovative solutions from a fundamental perspective to the challenges of context-aware trust propagation, trust network searching/matching, and trustworthy/malicious user prediction in online social networks. This project is significant as it will advance the knowledge base for enabling a trustworthy social networking environment, benefiting billions of Australian and worldwide online social network users.Read moreRead less
Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are propos ....Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are proposed to develop recommender systems in a more responsible manner. The result of this project will not only maintain Australia's leadership in this frontier research area, but also serve as an excellent vehicle for the education and training of Australia's next generation of scholars and engineers.Read moreRead less
Preventing railway suicide: An open-systems perspective. Preventing railway suicide: An open-systems perspective. This project aims to develop an automated suicide risk detection system to reduce the incidence and impact of railway suicide, which has a devastating effect on victims’ families, station staff, train drivers, emergency workers, and bystanders. This project will use open-systems theory to develop two complementary information systems for more effective detection and reporting of suic ....Preventing railway suicide: An open-systems perspective. Preventing railway suicide: An open-systems perspective. This project aims to develop an automated suicide risk detection system to reduce the incidence and impact of railway suicide, which has a devastating effect on victims’ families, station staff, train drivers, emergency workers, and bystanders. This project will use open-systems theory to develop two complementary information systems for more effective detection and reporting of suicide risk; use these systems to investigate how different situational factors interact with different combinations of service interventions to influence suicide risk; and share the findings to reduce railway suicide in Australia and overseas.Read moreRead less
Service Ecosystems Management for Collaborative Process Improvement. Australian government agencies currently explore opportunities for streamlining their business processes. A promising approach relates to the improvement of cross-agency processes based on service-enabled technologies. This project will use requirements within Queensland Government for the design of a service ecosystem and methodological and management concepts to derive a general framework for intra-organisational ecosystems. ....Service Ecosystems Management for Collaborative Process Improvement. Australian government agencies currently explore opportunities for streamlining their business processes. A promising approach relates to the improvement of cross-agency processes based on service-enabled technologies. This project will use requirements within Queensland Government for the design of a service ecosystem and methodological and management concepts to derive a general framework for intra-organisational ecosystems. Though the focus will be on government processes, the project will generalise beyond this scope for a wider uptake of service ecosystems in Australian organisations. This will lead to reduced process costs and risks and will leverage the exploration of new revenue streams, e.g. shared services and reward schemes.Read moreRead less
Intelligent Design Advisor for Manufacturing Process Knowledge within Concurrent Engineering in the Aerospace Industry. At present the design of engineering components in the aerospace industry is accomplished by experts from design and manufacturing either sequentially or in collaboration. If performed in sequence then time and quality is jeopardised. If performed in collaboration then more manpower than is necessary is expended. The aim of this project is to develop an intelligent design advis ....Intelligent Design Advisor for Manufacturing Process Knowledge within Concurrent Engineering in the Aerospace Industry. At present the design of engineering components in the aerospace industry is accomplished by experts from design and manufacturing either sequentially or in collaboration. If performed in sequence then time and quality is jeopardised. If performed in collaboration then more manpower than is necessary is expended. The aim of this project is to develop an intelligent design advisor for Manufacturing Process Knowledge that will provide this expert knowledge to the design engineer in order to speed up the design process while reducing costs and still maintaining the high standard of quality necessary in the Aerospace industry.Read moreRead less
Internet Timing for the Ages: Establishing the New Timekeeping System. All computers incorporate a software clock, essential to myriad software applications. An economic way to synchronize such clocks is over a network, however the approach the Internet currently depends upon is unreliable and vulnerable. This project aims to establish a new architecture for networked timekeeping, built on future-proofed fundamentals, that will for the first time address each of accuracy, reliability, and trust. ....Internet Timing for the Ages: Establishing the New Timekeeping System. All computers incorporate a software clock, essential to myriad software applications. An economic way to synchronize such clocks is over a network, however the approach the Internet currently depends upon is unreliable and vulnerable. This project aims to establish a new architecture for networked timekeeping, built on future-proofed fundamentals, that will for the first time address each of accuracy, reliability, and trust. The expected outcome is a national prototype, serving the public with accurate and trusted time, that will form the basis of the next generation timekeeping system for the Internet and the Internet of Things. Expected benefits include enhanced productivity across the digital economy, and resilience to GPS failures.Read moreRead less
Robust Control Design using Micro-Actuators. Recent advances in micro-actuators have enabled many new applications in complex systems. Examples include ultra-high density disk drives, low-cost vibration tables, and micro-robotic systems. However, control design for these systems is very challenging because the micro-actuators have severely limited dynamic ranges and strong couplings. The proposed project aims to study new control design approaches for these complex systems. The work will focus o ....Robust Control Design using Micro-Actuators. Recent advances in micro-actuators have enabled many new applications in complex systems. Examples include ultra-high density disk drives, low-cost vibration tables, and micro-robotic systems. However, control design for these systems is very challenging because the micro-actuators have severely limited dynamic ranges and strong couplings. The proposed project aims to study new control design approaches for these complex systems. The work will focus on both theoretical studies and experimental applications of such systems. The outcome of the project will help put Australia in a more advanced position in this niche area of leading age technology.Read moreRead less
Leveraging open innovation: software and processes for engaging with online communities. The research could help transform the ability of Australian industry to design software systems and processes that (i) engage with online communities to create and enhance organizational knowledge, (ii) accelerate innovation processes, and (iii) exploit existing intellectual property (IP).
An Ontology Driven Framework for Legal Software. Legal resources and documents are increasingly available in electronic form allowing previously impossible collaborative and searching techniques for legal practitioners. By adding extra semantic markup to legal resources and documents increased processing capabilities are enabled. These include the ability to search for resources based on there existing a conceptual link and the ability to integrate resources that use different terminology. This ....An Ontology Driven Framework for Legal Software. Legal resources and documents are increasingly available in electronic form allowing previously impossible collaborative and searching techniques for legal practitioners. By adding extra semantic markup to legal resources and documents increased processing capabilities are enabled. These include the ability to search for resources based on there existing a conceptual link and the ability to integrate resources that use different terminology. This project will enable these capabilities via the development of a novel ontology driven framework for collaborative legal software. This will allow significant efficiency gains and cost savings in the $9.5 billion Australian legal services sector.Read moreRead less
Modelling IT Alignment in Multi-Business Service Organisations. Information technology and communication is responsible for nearly 80% of all productivity growth in the Australian services sector. A critical strategic alignment decision is the trade-off between investments in shared corporate IT infrastructure and individual business unit IT applications. The current response is to establish elaborate IT governance, reporting controls aimed at balance and compromise across the organization. Our ....Modelling IT Alignment in Multi-Business Service Organisations. Information technology and communication is responsible for nearly 80% of all productivity growth in the Australian services sector. A critical strategic alignment decision is the trade-off between investments in shared corporate IT infrastructure and individual business unit IT applications. The current response is to establish elaborate IT governance, reporting controls aimed at balance and compromise across the organization. Our model will provide a deeper understanding of what should be built as shared corporate IT infrastructure and as IT applications within individual strategic business units. This research will enable Australian industry to get greater value from its existing levels their expenditure in IT.Read moreRead less