Psychological User Profiling in the Telecommunications Industry. Recording user behaviour allows businesses to learn about their customers. This is particularly important in telecommunications, since the core business involves a large number of users who vary considerably from one another. This project combines psychological insights with modern statistical methods to develop a psychologically plausible user profiling framework, accounting for the idiosyncratic usage patterns of customers, and t ....Psychological User Profiling in the Telecommunications Industry. Recording user behaviour allows businesses to learn about their customers. This is particularly important in telecommunications, since the core business involves a large number of users who vary considerably from one another. This project combines psychological insights with modern statistical methods to develop a psychologically plausible user profiling framework, accounting for the idiosyncratic usage patterns of customers, and the way in which they change over time. The profiles will be tied to marketing prospects through interviews and surveys. Applied benefits include the ability to predict, understand and act upon user behaviour. The project also adds substantially to theories of memory, individual differences and decision-making.Read moreRead less
Determinants of Audio-Visual effects in degraded and non-degraded speech. Seeing a speaker's face can affect the perception of their speech in a number of ways. This project proposes a detailed comparison of factors that affect Audio-Visual (AV) facilitation of degraded speech detection and identification. Detection-based tasks should be more sensitive to signal based correlations whereas identification-based effects more sensitive to complementary information. The significance of the current pr ....Determinants of Audio-Visual effects in degraded and non-degraded speech. Seeing a speaker's face can affect the perception of their speech in a number of ways. This project proposes a detailed comparison of factors that affect Audio-Visual (AV) facilitation of degraded speech detection and identification. Detection-based tasks should be more sensitive to signal based correlations whereas identification-based effects more sensitive to complementary information. The significance of the current proposal is that it offers both a strategy and a connected series of experiments for determining key behavioural constraints on AV speech integration. Understanding AV interactions will build links between neurophysiological processes and coherent perception and have important implications for AV application.Read moreRead less
Captions for the Deaf and Hearing Impaired: Availability versus Accessibility. The availability of educational, informational and recreational services for deaf and hearing-impaired people has been dramatically facilitated by (i) increased television captioning due to the 2001 introduction of the Television Broadcasting Services Act; and (ii) trial introduction of real-time captioning in educational settings. These innovations must be matched by equally innovative ways of increasing the accessib ....Captions for the Deaf and Hearing Impaired: Availability versus Accessibility. The availability of educational, informational and recreational services for deaf and hearing-impaired people has been dramatically facilitated by (i) increased television captioning due to the 2001 introduction of the Television Broadcasting Services Act; and (ii) trial introduction of real-time captioning in educational settings. These innovations must be matched by equally innovative ways of increasing the accessibility of captions, which is currently limited by English literacy, caption speed, and caption reduction techniques. Here, systematic manipulation of these factors in experiments on television captioning with adults and educational captioning with children will determine how resources might best be directed to improving caption accessibility.Read moreRead less
Stochastic Construction of Error Correcting Codes with Application to Digital Communications. Modern society would be unrecognisable without error correcting codes; mobile telephones, storage devices such as DVD's and high speed data communications simply would not exist. Yet most theoretical results on error correcting codes are asymptotic in nature and ignore computational complexity issues, that is, they are not representative of many real life situations. By building on recent breakthrough ....Stochastic Construction of Error Correcting Codes with Application to Digital Communications. Modern society would be unrecognisable without error correcting codes; mobile telephones, storage devices such as DVD's and high speed data communications simply would not exist. Yet most theoretical results on error correcting codes are asymptotic in nature and ignore computational complexity issues, that is, they are not representative of many real life situations. By building on recent breakthroughs in statistics and stochastic optimisation, this project will develop algorithms for designing optimised error correcting codes subject to realistic finite data length and computational complexity constraints. Successful outcomes will lead to enhanced data communications and storage, greatly benefiting industry and consumers alike.
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Virtual Innovation Clusters: the Grid and Customer Relationship Management. Innovation Clusters are seen as geographically based and focussed on product development. Recent studies however indicate that technical innovation in geographic clusters is lower than geographically dispersed companies, and that their competitiveness arises from innovations in tailoring products and marketing. The emergence of the ?Grid? enhances the capabilities of ?Virtual? Clusters. Through installation of a Grid Por ....Virtual Innovation Clusters: the Grid and Customer Relationship Management. Innovation Clusters are seen as geographically based and focussed on product development. Recent studies however indicate that technical innovation in geographic clusters is lower than geographically dispersed companies, and that their competitiveness arises from innovations in tailoring products and marketing. The emergence of the ?Grid? enhances the capabilities of ?Virtual? Clusters. Through installation of a Grid Portal and Grid-enabling analysis tools, we export the capabilities of a geographical cluster around Europe's leading computational facility and contrast this with a Virtual Cluster in Australia, where we demonstrate an innovative application of High-Performance Computing to modelling consumer behaviour and managing customer relations.Read moreRead less
Increasing the effectiveness of quantitative verification. The ability to analyse the performance of complex systems and protocols is a vital part of the development of large-scale computer applications. Methods that improve the effectiveness of the analysis task would increase the competitiveness of the software industry, and would attract future development work (in complex systems) to Australia. The results of this project will have a direct influence on currently available design tools; the ....Increasing the effectiveness of quantitative verification. The ability to analyse the performance of complex systems and protocols is a vital part of the development of large-scale computer applications. Methods that improve the effectiveness of the analysis task would increase the competitiveness of the software industry, and would attract future development work (in complex systems) to Australia. The results of this project will have a direct influence on currently available design tools; the fact that Australian institutions will be (in part) responsible for key theoretical results in this growing field will strengthen Australia's position worldwide as an international centre for computer science.Read moreRead less
Idea Sources for Product Innovation in Australian Frontier Technology: The Case of the Australian IT Industry. The source of new product ideas, and how new ideas are generated, is a research area that is not well understood in the management literature and frontier industries such as information technology. The aim of the proposed study is to identify and compare what idea sources (e.g., competitor sources or customer sources) are most useful for Australian firms to generate breakthrough product ....Idea Sources for Product Innovation in Australian Frontier Technology: The Case of the Australian IT Industry. The source of new product ideas, and how new ideas are generated, is a research area that is not well understood in the management literature and frontier industries such as information technology. The aim of the proposed study is to identify and compare what idea sources (e.g., competitor sources or customer sources) are most useful for Australian firms to generate breakthrough product innovations in frontier industries (in this case the IT industry). It also aims to improve our theoretical understanding of the link between market orientation and innovation sources.Read moreRead less
Young, Mobile, Networked: Mobile Media and Youth Culture in Australia. Mobiles are a common part of life for young Australians, yet there is very little reliable data about how these are used and their social and cultural implications - especially new services such as mobile music, cameras and television. The qualitative and quantitative data from this project will give a detailed, national picture of mobile media use, and will be highly valuable for Australian companies, policymakers, regulator ....Young, Mobile, Networked: Mobile Media and Youth Culture in Australia. Mobiles are a common part of life for young Australians, yet there is very little reliable data about how these are used and their social and cultural implications - especially new services such as mobile music, cameras and television. The qualitative and quantitative data from this project will give a detailed, national picture of mobile media use, and will be highly valuable for Australian companies, policymakers, regulators, non-governmental organizations as well as researchers. It will provide new knowledge to inform planning and innovation, and contribute to a better understanding of the social and cultural implications of mobile technologies.Read moreRead less
Design Efficient Routing Protocols For WDM Optical Networks. The optical network technique plays a key role to the next-generation networks. In particular, wavelength-division-multiplexing (WDM) optical networks have emerged as a promising candidate for next-generation networks in providing huge available bandwidth and connectivity.
Routing and wavelength assignment problem is one of the fundamental problems in WDM optical networks. In this project we primarily focus on devising and analyzing ....Design Efficient Routing Protocols For WDM Optical Networks. The optical network technique plays a key role to the next-generation networks. In particular, wavelength-division-multiplexing (WDM) optical networks have emerged as a promising candidate for next-generation networks in providing huge available bandwidth and connectivity.
Routing and wavelength assignment problem is one of the fundamental problems in WDM optical networks. In this project we primarily focus on devising and analyzing efficient routing algorithms for all-to-all routing and robust routing in the WDM networks. Incorporated with various known techniques, practical algorithms will be developed. The algorithms and techniques developed in this project will be through simulation, testing, and implementation.Read moreRead less
Study of the ionospheric E region during disturbed geomagnetic conditions using stereoscopic HF radar observations. This project is expected to benefit Australia by: maintaining and expanding Australia's traditionally strong research positions in the field of space physics; conducting leading edge research in the rapidly expanding field of geomagnetic storm effects on technological systems; establishing bi-directional transfer of radar technology between Australia and international partners; pro ....Study of the ionospheric E region during disturbed geomagnetic conditions using stereoscopic HF radar observations. This project is expected to benefit Australia by: maintaining and expanding Australia's traditionally strong research positions in the field of space physics; conducting leading edge research in the rapidly expanding field of geomagnetic storm effects on technological systems; establishing bi-directional transfer of radar technology between Australia and international partners; providing unique training in space science and advanced data processing highly valued by industry, government and academia' potentially leading to significant improvements in performance and stability of satellite communication and positioning systems; and supporting Australia's critical infrastructure such as surveillance and power distribution networks.Read moreRead less