Post adoptive behavior in IT enabled work systems: Using multi-method research to study implementation of enterprise systems in a large organization. Massive investments are made by organizations to implement enterprise wide information systems (enterprise systems) but many have failed or lack expected benefits. Current research on user acceptance is limited as they do not consider post adoptive behaviour, when the main gains are to be made. Using mixed methods, a series of studies in four set ....Post adoptive behavior in IT enabled work systems: Using multi-method research to study implementation of enterprise systems in a large organization. Massive investments are made by organizations to implement enterprise wide information systems (enterprise systems) but many have failed or lack expected benefits. Current research on user acceptance is limited as they do not consider post adoptive behaviour, when the main gains are to be made. Using mixed methods, a series of studies in four settings of a multi national organization will be conducted. A new integrated model for post adoptive behaviour will be developed and tested to inform industry and the research community. The findings will provide guidance to effective training and change management in enterprise systems implementation. Read moreRead less
Scenario driven management in a network environment. Scenario planning is the process of identifying plausible futures and their inherent risks. The organisation, the network within which it is embedded, and the environment in which the network operates, form a complex system of non-linear, dynamic, interrelationships. This project will develop a continuous process of scenario planning, capturing learning about the future as it emerges. The project fuses the use of agents for intelligent data co ....Scenario driven management in a network environment. Scenario planning is the process of identifying plausible futures and their inherent risks. The organisation, the network within which it is embedded, and the environment in which the network operates, form a complex system of non-linear, dynamic, interrelationships. This project will develop a continuous process of scenario planning, capturing learning about the future as it emerges. The project fuses the use of agents for intelligent data collection and negotiation with agent-based modelling to build powerful network-based scenario modelling systems for commercial applications. This outcome will place Australia on the frontier of smart information use.Read moreRead less
The Evolution of Business Networks in Virtual Marketplaces. This project investigates the evolution of business networks and the development of players? strategies in future generation marketplaces. It builds on our electronic trading environment currently being developed. Here, an immersive virtual world marketplace, populated by avatars representing people and agents, contains tools for accessing and presenting all contextual information. It enables observations and measurements that cannot be ....The Evolution of Business Networks in Virtual Marketplaces. This project investigates the evolution of business networks and the development of players? strategies in future generation marketplaces. It builds on our electronic trading environment currently being developed. Here, an immersive virtual world marketplace, populated by avatars representing people and agents, contains tools for accessing and presenting all contextual information. It enables observations and measurements that cannot be achieved in physical marketplaces. Network mining techniques will examine those relationships that shape and are shaped by the innovation and entrepreneurial process. The project will develop techniques that guide these evolving relationships towards innovation, which will be trialed in a real market.Read moreRead less
Shaping E-markets by Timely Information Discovery. The perturbation of market equilibrium through entrepeneurial action is the essence of market evolution. Entrepeneurship relies on intuition and information discovery. This project addresses the problem of identifying timely information for e-markets with their rapid, pervasive and massive flows of data. This information will be distilled from individual signals in the markets themselves and from signals observed on the unreliable, informatio ....Shaping E-markets by Timely Information Discovery. The perturbation of market equilibrium through entrepeneurial action is the essence of market evolution. Entrepeneurship relies on intuition and information discovery. This project addresses the problem of identifying timely information for e-markets with their rapid, pervasive and massive flows of data. This information will be distilled from individual signals in the markets themselves and from signals observed on the unreliable, information-overlaoded Internet. Distributed, concurrent, time-constrained data mining methods will be managed using business process management technology to extract timely, reliable information from this unreliable environment. This project will derive fundamental insight into how e-markets evolve.Read moreRead less
Pattern Analysis and Risk Control of E-Commerce Transactions to Secure Online Payments. The instant filtering of risky online payments is critical for merchants and online payment service providers to control fraud and thus reduce immense losses every year. This project will deliver new and workable techniques for on-the-fly discovering e-payment fraudsters in e-commerce. It can safeguard Australian online businesses and build and transform Australian merchants and online payment associations by ....Pattern Analysis and Risk Control of E-Commerce Transactions to Secure Online Payments. The instant filtering of risky online payments is critical for merchants and online payment service providers to control fraud and thus reduce immense losses every year. This project will deliver new and workable techniques for on-the-fly discovering e-payment fraudsters in e-commerce. It can safeguard Australian online businesses and build and transform Australian merchants and online payment associations by delivering frontier techniques and smart e-payment fraud prevention and risk control to boost Australian online businesses and competitive capabilities globally. The resulting systems, researchers trained and publications will further enhance Australia's global leading role in tackling critical data mining challenges and applications.Read moreRead less
Evaluating the impact of information and communication technologies on organisational processes and outcomes: a multi-disciplinary, multi-method approach. Investment in new information and communication technologies (ICT) is a high-risk business. There is poor understanding of why so many ICTs fail in complex organisations This project will develop and test a Multi-method Evaluation Model (MEM) to measure the impact of ICT on organisational processes and outcomes in such organisations. The mod ....Evaluating the impact of information and communication technologies on organisational processes and outcomes: a multi-disciplinary, multi-method approach. Investment in new information and communication technologies (ICT) is a high-risk business. There is poor understanding of why so many ICTs fail in complex organisations This project will develop and test a Multi-method Evaluation Model (MEM) to measure the impact of ICT on organisational processes and outcomes in such organisations. The model addresses the practical complexity and political fragmentation of human practice in determining ICT use and outcomes, by considering organisational and socio-cultural factors. Key factors that predict acceptance, effective use and improvement in processes and outcomes will be identified. The generic predictive model will highlight factors which improve organisational processes and outcomes.Read moreRead less