The impact of location-specific urban digital social information networks and public displays on the City of Melbourne. The purpose of this project is to enhance the city as a vibrant destination by taking digital content and anchoring it in the physical world. The outcomes will be physical nodes of interaction in urban cultural hubs - e.g., museums, libraries, cafes - allowing users to post media, stories and events that are locally relevant for others to consume.
Music Usage Metrics and the Future of the Australian Music Industry. This project aims to conduct a comprehensive and systematic examination of changing music consumption patterns in Australia in an era of digital downloads. Based on a comprehensive longitudinal dataset on music use in Australia provided by industry partners, the project plans to use innovative computational methods to develop and test evidence-based models for generating, sharing and distributing music revenues. It also plans t ....Music Usage Metrics and the Future of the Australian Music Industry. This project aims to conduct a comprehensive and systematic examination of changing music consumption patterns in Australia in an era of digital downloads. Based on a comprehensive longitudinal dataset on music use in Australia provided by industry partners, the project plans to use innovative computational methods to develop and test evidence-based models for generating, sharing and distributing music revenues. It also plans to examine the current and future uses of music usage data in decision-making processes in music organisations, as well as the potential consequences of such use for practitioners and industry stakeholders. The project aims to support the future growth of the Australian music industry.Read moreRead less
Sharing News Online: Analysing the Significance of a Social Media Phenomenon. The sharing of news via social media services is now a significant part of mainstream online media use and is an increasingly important consideration in journalism practice and production. This multidisciplinary project aims to be the first in Australia to analyse the scale, scope, forms and implications of online news-sharing on Facebook and Twitter. Using methods from computing science, linguistics and audience resea ....Sharing News Online: Analysing the Significance of a Social Media Phenomenon. The sharing of news via social media services is now a significant part of mainstream online media use and is an increasingly important consideration in journalism practice and production. This multidisciplinary project aims to be the first in Australia to analyse the scale, scope, forms and implications of online news-sharing on Facebook and Twitter. Using methods from computing science, linguistics and audience research this study aims to develop an analytical framework for monitoring, classifying and interpreting news-sharing practices that can inform media industry development, journalism education and digital media policy.Read moreRead less
Enhancing Internet of Everything content acquisition, distribution, and security using software defined networking. The aim of this project is to develop novel frameworks and algorithms that improve video streaming experience across multiple interconnected content distribution networks. The novelty of the scheme is in optimally coupling cache server selection with network path control using software defined networking technology. The intended outcomes of this project are the development and demo ....Enhancing Internet of Everything content acquisition, distribution, and security using software defined networking. The aim of this project is to develop novel frameworks and algorithms that improve video streaming experience across multiple interconnected content distribution networks. The novelty of the scheme is in optimally coupling cache server selection with network path control using software defined networking technology. The intended outcomes of this project are the development and demonstration of algorithms and mechanisms for efficient Internet content delivery to achieve unprecedented user experience. The proposed project is expected to lead to commercial outcomes with consequent economic and social benefits, while strengthening Australia’s leadership in the emerging area of software defined networking.Read moreRead less
Grey literature, policy innovation and access to knowledge: realising the value of informal publishing. This project examines the growth of informal research publishing, 'grey literature' in Australia, and the policies and practices that shape it. The project will make recommendations for producers, collecting institutions and policy-makers on how to maximise the considerable social and cultural benefit of 'grey literature'.
Digitising art projects archive. This project aims to theorise and document the creation of a permanent record of the development of public art in Australia through the digitisation of the Kaldor Public Art Projects (KPAP) archive. Digitising the archive will advance knowledge in social history and art history, and cement the cultural legacy of the KPAP archive. The project will make the KPAP archive an online resource widely available to researchers and the public. Over five decades KPAP, the f ....Digitising art projects archive. This project aims to theorise and document the creation of a permanent record of the development of public art in Australia through the digitisation of the Kaldor Public Art Projects (KPAP) archive. Digitising the archive will advance knowledge in social history and art history, and cement the cultural legacy of the KPAP archive. The project will make the KPAP archive an online resource widely available to researchers and the public. Over five decades KPAP, the first organisation of its type in the world which has attracted strong public interest, has created innovative, ground-breaking public art projects that, although temporary, have left a cultural permanence in the Australian art landscape. Read moreRead less
Rating and ranking sports players and teams using minimum message length. All sorts of games and sports could use better systems for rating and ranking teams. This is as true in sports-mad Australia as any other country. Improved and more accessible rating systems across a variety of activities should encourage the general public to take a greater interest in the mathematics, statistics, information theory and machine learning behind the systems. With Cadability as our Australia-based interna ....Rating and ranking sports players and teams using minimum message length. All sorts of games and sports could use better systems for rating and ranking teams. This is as true in sports-mad Australia as any other country. Improved and more accessible rating systems across a variety of activities should encourage the general public to take a greater interest in the mathematics, statistics, information theory and machine learning behind the systems. With Cadability as our Australia-based international industry partner, the global use of these systems will be to Australia's economic advantage. Having a more accurate rating system which is wider-reaching both in the number of sports and games and the number of participants per sport and game should also encourage greater participation from the general public.Read moreRead less
Business goals and analytics driven management of cloud computing based information technology infrastructure. Businesses and government are dependent on the reliability of their information technology (IT) infrastructure to provide services to customers. While cloud computing offers a promising IT platform, greater resilience is needed. This project will develop techniques to reliably manage cloud platforms, and thus improve the competitiveness of Australian business.
Secure user authentication with continuous adaptive risk evaluation. Users typically authenticate to any given system only once - when they first access it (for example, through providing a password or fingerprint). The prevalence of single sign-on further allows this single authentication to be sufficient for access to multiple systems. Thus an adversary can obtain a large degree of access from stealing a single password, hijacking a user's session, or even simply borrowing their phone. This pr ....Secure user authentication with continuous adaptive risk evaluation. Users typically authenticate to any given system only once - when they first access it (for example, through providing a password or fingerprint). The prevalence of single sign-on further allows this single authentication to be sufficient for access to multiple systems. Thus an adversary can obtain a large degree of access from stealing a single password, hijacking a user's session, or even simply borrowing their phone. This project aims to develop a continuous authentication approach based on user behaviour - typical interactions plus biometrics (for example, keystroke dynamics) - combined with a risk adaptive assessment of the resources being accessed, resulting in re-authentication requests in the event of a suspected compromise.Read moreRead less
Cost efficient scheduling of big data application workflows on cloud through information correlation. Information correlation in and between big data application workflows scheduled on the cloud can help to significantly reduce overall scheduling costs by avoiding the execution of many correlated workflow activities. This project aims to systematically investigate such correlation for cost efficient scheduling. The expected outcomes are: establishing information correlation based scheduling rese ....Cost efficient scheduling of big data application workflows on cloud through information correlation. Information correlation in and between big data application workflows scheduled on the cloud can help to significantly reduce overall scheduling costs by avoiding the execution of many correlated workflow activities. This project aims to systematically investigate such correlation for cost efficient scheduling. The expected outcomes are: establishing information correlation based scheduling research and practical solutions for this important cloud and big data research area; benefiting key big data application areas on the cloud, such as hospitals, insurance companies and government information services; and helping to maintain Australia at the forefront of cloud and big data research with innovative industry applications.Read moreRead less