Mapping argumentation structures to narrative for eCommerce dialogue support. Argumentation theories have proven to be essential for structuring reasoning and the provision of intelligent computer support. However, stilted human - computer interaction limits the effectiveness of argumentation for reasoning support. This research aims to realize a narrative model that, once mapped onto an existing argumentation model will enable users to dialogue with computer systems using story telling metapho ....Mapping argumentation structures to narrative for eCommerce dialogue support. Argumentation theories have proven to be essential for structuring reasoning and the provision of intelligent computer support. However, stilted human - computer interaction limits the effectiveness of argumentation for reasoning support. This research aims to realize a narrative model that, once mapped onto an existing argumentation model will enable users to dialogue with computer systems using story telling metaphors. This will facilitate the adoption of knowledge based support, particularly for e-commerce discourses involving multiple participants. Applied to legal reasoning, this approach has natural application for facilitating just outcomes for residents regardless of geographical location.Read moreRead less
Knowledge Discovery in Discretionary Legal Domains. The development of legal decision support systems in discretionary domains will lead to: (1) Consistency; (2) Transparency; (3) Efficiency; and (4) Enhanced support for dispute resolution. The researchers on this project have been using the World Wide Web to disseminate legal knowledge.
With the collaboration of Victoria Legal Aid and JUSTSYS, we propose to use knowledge discovery from databases and argumentation techniques to model how discre ....Knowledge Discovery in Discretionary Legal Domains. The development of legal decision support systems in discretionary domains will lead to: (1) Consistency; (2) Transparency; (3) Efficiency; and (4) Enhanced support for dispute resolution. The researchers on this project have been using the World Wide Web to disseminate legal knowledge.
With the collaboration of Victoria Legal Aid and JUSTSYS, we propose to use knowledge discovery from databases and argumentation techniques to model how discretionary legal decision-makers operate. A significant application of the research will be the construction of a prototype for assisting criminal law defense lawyers to make arguments with regard to their client's sentences.Read moreRead less
Developing negotiation decision support systems that promote constructive relationships following disputes. The development of negotiation support systems that focus upon complying with notions of equity, rather than mere integrative bargaining, will lead to more durable outcomes, meaning negotiated settlements will not be discarded and constantly re-litigated. Our development of appropriate systems will provide disputants with information and knowledge that will lead to the continuation of cons ....Developing negotiation decision support systems that promote constructive relationships following disputes. The development of negotiation support systems that focus upon complying with notions of equity, rather than mere integrative bargaining, will lead to more durable outcomes, meaning negotiated settlements will not be discarded and constantly re-litigated. Our development of appropriate systems will provide disputants with information and knowledge that will lead to the continuation of constructive relationships following disputes and reduce the magnitude and extent of conflicts. This will lead to significant cost savings in the administration of justice as well as reduced legal fees. It will result in more harmonious communities - especially in families and body corporates.Read moreRead less
The Impact of Strategy on Business Analytics Success. The successful implementation of business analytics systems will enhance the ability of Australian organisations to operate and compete efficiently and effectively within Australia and globally. By understanding the capabilities that lead to improved firm performance and their relationship to strategy, organisations can use the theoretical model to plan for business analytics systems implementation. The model is an original contribution in an ....The Impact of Strategy on Business Analytics Success. The successful implementation of business analytics systems will enhance the ability of Australian organisations to operate and compete efficiently and effectively within Australia and globally. By understanding the capabilities that lead to improved firm performance and their relationship to strategy, organisations can use the theoretical model to plan for business analytics systems implementation. The model is an original contribution in an important area of information systems research and will enhance Australia's reputation as a leader in the area of organizational use of information systems.Read moreRead less
The Open Innovation Process: Factors and Technologies that Matter. This project aims to identify approaches to enable firms to find and introduce ideas through open innovation. Open innovation, with its focus on external sources of ideas, is a promising approach for increasing organisational innovation. While uptake of open innovation is on the increase, the lack of understanding of practices and technologies used to successfully introduce it into firms, limits its usefulness and results in wast ....The Open Innovation Process: Factors and Technologies that Matter. This project aims to identify approaches to enable firms to find and introduce ideas through open innovation. Open innovation, with its focus on external sources of ideas, is a promising approach for increasing organisational innovation. While uptake of open innovation is on the increase, the lack of understanding of practices and technologies used to successfully introduce it into firms, limits its usefulness and results in wasted resources. This project aims to investigate open innovation and relevant technologies to identify success factors for the idea generation and assessment phases of open innovation, develop guidelines for their application, identify effective technologies and related recommendations for use, and quantify their impact on innovation.Read moreRead less
Managing conflicts in requirements engineering with argumentation frameworks. This project proposes to employ argumentation theory and frameworks to tackle the problem of conflict management and resolution in requirements engineering. Australia has a strong competitive advantage in the areas of belief change and conflict management. The outcomes of this project will provide an improved infrastructure for several areas of software engineering, including requirements engineering and software evol ....Managing conflicts in requirements engineering with argumentation frameworks. This project proposes to employ argumentation theory and frameworks to tackle the problem of conflict management and resolution in requirements engineering. Australia has a strong competitive advantage in the areas of belief change and conflict management. The outcomes of this project will provide an improved infrastructure for several areas of software engineering, including requirements engineering and software evolution management. More broadly, the work proposed here will enable the IT industry to adopt and utilise the techniques developed in a number of research fields of Artificial Intelligence in developing the robust and reliable software systems for the rapidly changing knowledge economy of the 21st century.Read moreRead less
Automated Interaction Technologies for Mobile Hand-held Devices. This project is concerned with developing intelligent technologies that support human interaction through handheld devices, connected to wireless digital networks. Intelligent software assistants running on these devices will interact with one another in order to coordinate the activities of multiple users. Such automated coordination may facilitate scheduling of meetings, collaboration among different members of a team, and negoti ....Automated Interaction Technologies for Mobile Hand-held Devices. This project is concerned with developing intelligent technologies that support human interaction through handheld devices, connected to wireless digital networks. Intelligent software assistants running on these devices will interact with one another in order to coordinate the activities of multiple users. Such automated coordination may facilitate scheduling of meetings, collaboration among different members of a team, and negotiating conflicts that may arise between the activities of different connected users. This will enable context-dependent task support and coordination of workers involved in industrial applications involving mobility and dynamism.Read moreRead less
The Impact of Information about Data Quality on Decision Making. Data quality problems are widespread in practice and have significant economic impacts. The development of theoretically sound data quality tags and understanding how they impact decision outcomes and processes will lead to improved data quality management within Australian organisations and more efficient and effective decision making. These issues constitute an important area of information technology research. Outcomes from the ....The Impact of Information about Data Quality on Decision Making. Data quality problems are widespread in practice and have significant economic impacts. The development of theoretically sound data quality tags and understanding how they impact decision outcomes and processes will lead to improved data quality management within Australian organisations and more efficient and effective decision making. These issues constitute an important area of information technology research. Outcomes from the project will enhance Australia's research standing and contribute to university teaching and researcher training.Read moreRead less
Effective and Efficient Situation Awareness in Big Social Media Data . Crisis management services using traditional methods like phone calls can be easily delayed due to limited communication ability in the disaster area. This project aims to help users make smart decision in critical situations by using big social media data to detect complex social events, receive recommendations, and observe event summaries. We will invent advanced social data models, efficient indices and query techniques fo ....Effective and Efficient Situation Awareness in Big Social Media Data . Crisis management services using traditional methods like phone calls can be easily delayed due to limited communication ability in the disaster area. This project aims to help users make smart decision in critical situations by using big social media data to detect complex social events, receive recommendations, and observe event summaries. We will invent advanced social data models, efficient indices and query techniques for situation awareness in big media. We expect to develop a system to evaluate the proposed situation awareness framework. The outcomes of the project will benefit social media analysis and big data fields. It will also improve the government services by enabling the real time situation awareness in crisis.Read moreRead less
Data Enhancement, Integration and Access Services for Smarter, Collaborative and Adaptive Whole-of Water Cycle Management. The project provides a valuable opportunity to make significant impact on water resource management and create community partnerships that will go well beyond the lifetime of the project. The project is expected to contribute to improved water quality and healthier ecosystems. In turn, the scientifically rich research environment will benefit all involved. It will demonstrat ....Data Enhancement, Integration and Access Services for Smarter, Collaborative and Adaptive Whole-of Water Cycle Management. The project provides a valuable opportunity to make significant impact on water resource management and create community partnerships that will go well beyond the lifetime of the project. The project is expected to contribute to improved water quality and healthier ecosystems. In turn, the scientifically rich research environment will benefit all involved. It will demonstrate the capability of the Australian researchers in addressing complex problems in data integration and quality. In particular there will be far reaching benefits of research training for associated PhD students and staff.Read moreRead less