Classification and Prediction Modelling for Financial Distress, Tax Debt and Insolvency for ATO Clients. The Australian Taxation Office (ATO) has clients who are not able to meet their taxation debts, resulting in revenue shortfalls for both the State and Federal Governments. Through this project, we will develop predictive models and techniques which identify client classes and clusters in the ATO client population and the defining attributes of these collections - especially those which are a ....Classification and Prediction Modelling for Financial Distress, Tax Debt and Insolvency for ATO Clients. The Australian Taxation Office (ATO) has clients who are not able to meet their taxation debts, resulting in revenue shortfalls for both the State and Federal Governments. Through this project, we will develop predictive models and techniques which identify client classes and clusters in the ATO client population and the defining attributes of these collections - especially those which are at high risk of incurring debt and defaulting on paying taxes. In turn, the early identification of clients in financial distress will allow the ATO to give them assistance so that they can reduce their debts and meet their financial obligations.Read moreRead less
Developing optimal synthesis strategies in distributed expert systems. The aim of this project is to investigate synthesis strategies in distributed expert systems (DESs). Such strategies are used to synthesize multiple solutions to the same task from different experts (either human experts or expert systerms) in order to obtain the final solution to the task. These strategies could be used in a wide application of domains such as insurance agencies and medical diagnosis systems. The expected ....Developing optimal synthesis strategies in distributed expert systems. The aim of this project is to investigate synthesis strategies in distributed expert systems (DESs). Such strategies are used to synthesize multiple solutions to the same task from different experts (either human experts or expert systerms) in order to obtain the final solution to the task. These strategies could be used in a wide application of domains such as insurance agencies and medical diagnosis systems. The expected outcomes are to develop computational strategies, neural network strategies, and case-based strategies for solving different synthesis cases.Read moreRead less
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
Personalized, Adaptive, and Semantic-driven Selection and Composition of Web Services. Web services are the pillar of the new generation of Internet technologies. They provide standardized access to functionality that would otherwise be hidden inside enterprise information systems. As the existing base of web services expands, there is a need for techniques to select, configure, assemble, and coordinate web services to perform complex user tasks. This project will advance the fundamental underst ....Personalized, Adaptive, and Semantic-driven Selection and Composition of Web Services. Web services are the pillar of the new generation of Internet technologies. They provide standardized access to functionality that would otherwise be hidden inside enterprise information systems. As the existing base of web services expands, there is a need for techniques to select, configure, assemble, and coordinate web services to perform complex user tasks. This project will advance the fundamental understanding and know-how in this area by addressing three complementary research challenges: how to, organize and search semantically rich service descriptions; select services with respect to flexible and personalized criteria; and coordinate services in an adaptive and context-aware manner.Read moreRead less
Supply Chain Management and eProcurement. This project will assist Australian firms assess the impact of emerging Internet-enabled electronic business (e-business) initiatives in the area of procurement and supply chain management. The aims are to identify factors that constrain/enable e-procurement in creating sustained value; describe key elements of suceses in the development, application and effective use of e-procurement; provide the basis for assessing progress in understanding and use of ....Supply Chain Management and eProcurement. This project will assist Australian firms assess the impact of emerging Internet-enabled electronic business (e-business) initiatives in the area of procurement and supply chain management. The aims are to identify factors that constrain/enable e-procurement in creating sustained value; describe key elements of suceses in the development, application and effective use of e-procurement; provide the basis for assessing progress in understanding and use of successive waves of innovation in areas of e-procurement and supply chain management; and develop industry benchmarks for critical dimensions of effectiveness in these areas.Read moreRead less
Special Research Initiatives - Grant ID: SR0354729
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Smart Use of Information Technologies (SUITs). The SUITs network will develop critical mass in world-class, leading-edge research into the smart use of information and communication technology (ICT) through integration of research within the dispersed Australian ICT research community and through facilitating international linkages. The network will undertake research applicable in key sectors including the health, education, service, knowledge and media industries. The aim is to establish a h ....Smart Use of Information Technologies (SUITs). The SUITs network will develop critical mass in world-class, leading-edge research into the smart use of information and communication technology (ICT) through integration of research within the dispersed Australian ICT research community and through facilitating international linkages. The network will undertake research applicable in key sectors including the health, education, service, knowledge and media industries. The aim is to establish a higher order of coordination and collaboration in research into ICT applications.
The feasibility study proposed will engage key stakeholders, refine research goals and investigate linkage mechanisms to improve Australia's ICT research and its contribution to economic and social well-being.
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Special Research Initiatives - Grant ID: SR0354693
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Australian e-Research Grid. The e-Research Grid program will research and implement core Grid technologies on APAC and partner's deployed HPC resources, to underpin a broad range of Australian research. The computer science CIs will form collaborative links with international programs, adapting developments to local circumstances. The applications-domain CIs will leverage those into their scientific simulations and databases, using grid integrative techniques and portals. Many CIs participate in ....Australian e-Research Grid. The e-Research Grid program will research and implement core Grid technologies on APAC and partner's deployed HPC resources, to underpin a broad range of Australian research. The computer science CIs will form collaborative links with international programs, adapting developments to local circumstances. The applications-domain CIs will leverage those into their scientific simulations and databases, using grid integrative techniques and portals. Many CIs participate in other RNs linking to their motivating applications, enhancing prospects for research and integration. They participate in the APAC Grid program, leveraging 75 HPC staff nationally. A key aim is interoperability with "real-world Grids": eg e-learning & e-health programs.Read moreRead less
Design of Service Interfaces for e-Business Applications. Economic pressures are rapidly driving businesses towards automation of e-business (electronic business) transactions. Successful e-business relies on accurate interchange of information among large numbers of autonomous partner organizations with different business semantics. Web services are widely regarded as having the potential to provide a suitable platform for the implementation of e-business applications, however so far only limit ....Design of Service Interfaces for e-Business Applications. Economic pressures are rapidly driving businesses towards automation of e-business (electronic business) transactions. Successful e-business relies on accurate interchange of information among large numbers of autonomous partner organizations with different business semantics. Web services are widely regarded as having the potential to provide a suitable platform for the implementation of e-business applications, however so far only limited attention was paid to Web services design. The aim of this project is to develop a design method suitable for developing a comprehensive and consistent set of Web services for a given application domain and to verify this method using a prototype implementation.Read moreRead less
Special Research Initiatives - Grant ID: SR0354794
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Australian e-Astronomy. Australian e-Astronomy will provide a pre-eminent example of an integrated e-Science program. The Australian e-Astronomy Research Network will build on and extend the LIEF-funded national program to participate in the International Virtual Observatory. The network includes key members of most Australian astronomy research groups, a strong group representing grid research and advanced computing partnerships and an extensive group of international experts. The network dev ....Australian e-Astronomy. Australian e-Astronomy will provide a pre-eminent example of an integrated e-Science program. The Australian e-Astronomy Research Network will build on and extend the LIEF-funded national program to participate in the International Virtual Observatory. The network includes key members of most Australian astronomy research groups, a strong group representing grid research and advanced computing partnerships and an extensive group of international experts. The network developed by Australian e-Astronomy will service the entire Australian astronomical research community (eg theory codes, databases, software telescopes) and provide new programs for postgraduate research training.Read moreRead less
Components for Active Knowledge Portals. Businesses require people to collaborate and share knowledge in their work processes especially when they are in different locations. Such collaboration emerges by dynamically creating parallel and disconnected collaborative tasks that must be coordinated to meet organizational goals. This project will define the semantics of such emerging processes in the context of software digital workspaces that support them. It will then identify ways of constructing ....Components for Active Knowledge Portals. Businesses require people to collaborate and share knowledge in their work processes especially when they are in different locations. Such collaboration emerges by dynamically creating parallel and disconnected collaborative tasks that must be coordinated to meet organizational goals. This project will define the semantics of such emerging processes in the context of software digital workspaces that support them. It will then identify ways of constructing and using workspaces by creating active knowledge portals to support emerging processes. These portals will include software agents that are sensitive to the business context and help coordinate tasks within the emerging process.Read moreRead less