Effective and Efficient Query Processing over Dynamic Social Networks. This project aims to invent novel query-based social network data exploration techniques which would help individuals or organisations make smart decisions based on data from increasingly massive, complex and dynamic social networks. Expected project outcomes are formal result semantics, advanced indices, efficient query evaluation algorithms and scalable techniques for three types of commonly used queries. The project plans ....Effective and Efficient Query Processing over Dynamic Social Networks. This project aims to invent novel query-based social network data exploration techniques which would help individuals or organisations make smart decisions based on data from increasingly massive, complex and dynamic social networks. Expected project outcomes are formal result semantics, advanced indices, efficient query evaluation algorithms and scalable techniques for three types of commonly used queries. The project plans to develop a system prototype to evaluate the effectiveness and efficiency of the proposed approaches and techniques. Query-based dynamic social network data exploration techniques developed in this project may have practical applications including event and influential topic discovery and tracking, buying trend analysis and political issues analysis.Read moreRead less
Personalised Online Learning Analytics by Exploring Multilayer Graph Data . Learning analytics is becoming a significant factor in reducing the drop-out rate of students in online learning. The aim of this project is to develop a reliable, robust, real-time analysis system that automatically reveals multilayered relationships, evaluates students' learning performance, and generates a personal study plan through discovery. This project includes the design of novel algorithms for multilayer graph ....Personalised Online Learning Analytics by Exploring Multilayer Graph Data . Learning analytics is becoming a significant factor in reducing the drop-out rate of students in online learning. The aim of this project is to develop a reliable, robust, real-time analysis system that automatically reveals multilayered relationships, evaluates students' learning performance, and generates a personal study plan through discovery. This project includes the design of novel algorithms for multilayer graph processing, pattern recognition in learning activities, learning performance assessment, and personalised study plan recommendations. The success of this project will significantly enhance the success of online education both in Australia and worldwide and; hence, will save time, money and resources for end users.Read moreRead less
Efficient structure search over large graphs. The project aims to develop advanced search technology to support large-scale graph applications. The success of the project not only brings a breakthrough in technology development but also provides training for high quality personnel in this important and growing area, and brings considerable economic and social benefits to Australia.
Classifying the indirect costs of information systems and information technology in business. Many businesses are increasing their expenditure on IS/IT to obtain a strategic competitive advantage. Traditional approaches to IS/IT appraisal are unable to accommodate the costs associated with deploying 'organisational-wide' IS/IT solutions because of their qualitative characteristics. The inability of managers to determine the 'true' costs of IS/IT are attributable to a lack of knowledge and unders ....Classifying the indirect costs of information systems and information technology in business. Many businesses are increasing their expenditure on IS/IT to obtain a strategic competitive advantage. Traditional approaches to IS/IT appraisal are unable to accommodate the costs associated with deploying 'organisational-wide' IS/IT solutions because of their qualitative characteristics. The inability of managers to determine the 'true' costs of IS/IT are attributable to a lack of knowledge and understanding of IS/IT related costs. This research will extend the myopia of traditional 'direct' financial cost analysis by identifying 'indirect' cost factors. A model that integrates cost taxonomies and performance measures/metrics of IS/IT will be developed as a frame of reference for IS/IT decision-makers.Read moreRead less
Information Systems Enabled Corporate Transformation: Evaluation of Electronic Customer Relationship Management in the Service Sector. Customer relationship management (CRM) is a business and marketing strategy that integrates technology, process and business activities around the customer. Only 30% of electronic CRM efforts have been successfully implemented because stakeholder expectations are typically neglected. This issue underlines the importance of the ?soft? organisational issues involve ....Information Systems Enabled Corporate Transformation: Evaluation of Electronic Customer Relationship Management in the Service Sector. Customer relationship management (CRM) is a business and marketing strategy that integrates technology, process and business activities around the customer. Only 30% of electronic CRM efforts have been successfully implemented because stakeholder expectations are typically neglected. This issue underlines the importance of the ?soft? organisational issues involved with the evaluation of information systems. By evaluating the change management process and modelling the impact of e-CRM enabled change, management strategies will be developed to enable its successful implementation. The research will provide a greater understanding for evaluating the performance of e-CRM solutions, as well as uncover opportunities for organisational related change.Read moreRead less
Palladium Based Mobile Agent System for Collaborative Environments. This project aims to (a) develop a Palladium based mobile agent methodology and System for collaborative environments and to (b) construct a testbed that involves the creation of Palladium and mobile agent system to test it on "Virtual Community", that is, a real commercial application provided by our partner investigator for proof of concept.
Strategic evaluation model for business-to-business electronic marketplace participation. Striving to become a knowledge-based nation is dependent upon the effective adoption, diffusion and implementation of ICT throughout the business community. The developing world markets, brought about by e-commerce and the increased ability to trade globally facilitated by e-markets, have created significant opportunities for Australian organisations. This research will produce a dynamic model that can be ....Strategic evaluation model for business-to-business electronic marketplace participation. Striving to become a knowledge-based nation is dependent upon the effective adoption, diffusion and implementation of ICT throughout the business community. The developing world markets, brought about by e-commerce and the increased ability to trade globally facilitated by e-markets, have created significant opportunities for Australian organisations. This research will produce a dynamic model that can be used to not only evaluate e-marketplace participation but a wide range of Internet applications. The research will provide Australian managers with the foundation of knowledge needed to guide and support their decision-making when implementing new technology.Read moreRead less
Dynamic Life Cycle Evaluation of Customer Relationship Management Systems. Striving to become a knowledge based nation is dependent upon effective adoption, diffusion and implementation of information and communication technology thoughout the business community. This research will produce a dynamic model that can be used to evaluate enterprise wide applications such as electronic Customer Relationship Management (CRM) so that managers can examine the impact of new tehnology on business processe ....Dynamic Life Cycle Evaluation of Customer Relationship Management Systems. Striving to become a knowledge based nation is dependent upon effective adoption, diffusion and implementation of information and communication technology thoughout the business community. This research will produce a dynamic model that can be used to evaluate enterprise wide applications such as electronic Customer Relationship Management (CRM) so that managers can examine the impact of new tehnology on business processes. In addition, the research will provide managers wit the foundation of knowledge needed to guide and support their decision-making when implementing new technology. Read moreRead less
Improving organisational innovation using social media. This project will examine how social media can be effectively used in organisations to improve levels of innovation. The outcomes of the research will put Australia at the forefront of research in the area and have a significant impact on innovation in Australian organisations.
Special Research Initiatives - Grant ID: SR0567388
Funder
Australian Research Council
Funding Amount
$50,000.00
Summary
Grid-enabled fusion of global data and local knowledge – applying the INWA Grid to eResearch links with China. This project extends a model of eResearch that has been demonstrated between the UK and Australia in a collaboration between the UK National eScience Centre and Curtin University that modelled consumer behaviour in telecommunications and financial services markets using Grid technologies. The INWA (Innovation Node – Western Australia) Grid was extended to the Chinese Academy of Sciences ....Grid-enabled fusion of global data and local knowledge – applying the INWA Grid to eResearch links with China. This project extends a model of eResearch that has been demonstrated between the UK and Australia in a collaboration between the UK National eScience Centre and Curtin University that modelled consumer behaviour in telecommunications and financial services markets using Grid technologies. The INWA (Innovation Node – Western Australia) Grid was extended to the Chinese Academy of Sciences in January 2005 and now offers the potential for applying these techniques to emerging markets within China. Modelling and understanding these dynamics within the most rapidly developing economy in the world provides a number of valuable outputs but will also allow a Grid support for collaborative eResearch across three continents to be tested and developed.Read moreRead less