Custom Computing for DNA Analysis of Third Generation Sequencers. The project aims to create a Domain Specific Computing System to analyse data emerging from third-generation DNA sequencers. The significance is that such a system will enable in-situ analysis, facilitating far wider deployment of modern DNA technologies. The expected outcome will be a portable low-power computing system containing custom instructions, custom cache configurations, and custom architectures. Benefits include: 1. d ....Custom Computing for DNA Analysis of Third Generation Sequencers. The project aims to create a Domain Specific Computing System to analyse data emerging from third-generation DNA sequencers. The significance is that such a system will enable in-situ analysis, facilitating far wider deployment of modern DNA technologies. The expected outcome will be a portable low-power computing system containing custom instructions, custom cache configurations, and custom architectures. Benefits include: 1. deployment of DNA analysis techniques in remote areas and in places without large servers and access to high-speed networks connecting to cloud servers; 2. quicker analysis enabling rapid response, cheaper, portable systems; and, 3. training for a cohort of research and honours students.Read moreRead less
Design automation for secure, reliable and energy efficient embedded processors. This project seeks to create a methodology to design and generate processors which are both secure, reliable and energy efficient for deployment in Internet of Things (IoT) systems, which require little on-going maintenance. In such systems, both security and reliability are paramount, particularly in medical devices, control devices in critical machinery, financial transactions and automotive electronics. The proje ....Design automation for secure, reliable and energy efficient embedded processors. This project seeks to create a methodology to design and generate processors which are both secure, reliable and energy efficient for deployment in Internet of Things (IoT) systems, which require little on-going maintenance. In such systems, both security and reliability are paramount, particularly in medical devices, control devices in critical machinery, financial transactions and automotive electronics. The project will use an open RISC-V processor which is sufficiently flexible to function as a base processor, with a myriad of tools such as compilers and debuggers available. Reliable computing machinery will enable systems to work in hostile environments and be functionally correct for longer.Read moreRead less
Making Crime Pay: Manufacturing Heritage Experiences in a Digital Age. This project aims to create digital tools to allow visitors to experience Australian convict sites and historical big data in new and novel ways. The project expects to forge a synergistic long-term relationship between archives, historical sites and research programs through pioneering thematic digital storytelling techniques, allowing audiences to access research data not previously curated for public consumption. Expected ....Making Crime Pay: Manufacturing Heritage Experiences in a Digital Age. This project aims to create digital tools to allow visitors to experience Australian convict sites and historical big data in new and novel ways. The project expects to forge a synergistic long-term relationship between archives, historical sites and research programs through pioneering thematic digital storytelling techniques, allowing audiences to access research data not previously curated for public consumption. Expected outcomes include enhanced international and disciplinary collaborations, generating standards for curating digital site, archival and collection data, and new means of communicating research results to a wider public, especially descendants. This should provide significant benefits to heritage site operators. Read moreRead less
Australian Experiences of Algorithmic Culture on TikTok. This project is the first to systematically investigate how algorithmic content recommendation is shaping everyday Australian cultural experience over time, in the particular context of TikTok—the digital platform where Australians spend the most time online. The project provides critical evidence to support the government's ongoing policy initiatives intended to regulate the activities of digital platforms. Its methodological innovations ....Australian Experiences of Algorithmic Culture on TikTok. This project is the first to systematically investigate how algorithmic content recommendation is shaping everyday Australian cultural experience over time, in the particular context of TikTok—the digital platform where Australians spend the most time online. The project provides critical evidence to support the government's ongoing policy initiatives intended to regulate the activities of digital platforms. Its methodological innovations directly address the challenges of studying commercial platforms' recommender systems through a mixed-method research design combining computational and qualitative analysis, bridging universal and individual perspectives and introducing ‘citizen science’ approaches to the field of platform studies.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL230100075
Funder
Australian Research Council
Funding Amount
$3,107,127.00
Summary
Mediated Trust: Ideas, Interests, Institutions, Futures. Declining trust in social and political institutions is linked to the rise of populism, misinformation and civic disengagement. Acknowledging the key role of digital media in enabling trust or promoting mistrust, this project explores mediated trust at societal, institutional and interpersonal levels. The research will leverage a novel framework of 'ideas, interests and institutions' applied to major case studies from news media, digital p ....Mediated Trust: Ideas, Interests, Institutions, Futures. Declining trust in social and political institutions is linked to the rise of populism, misinformation and civic disengagement. Acknowledging the key role of digital media in enabling trust or promoting mistrust, this project explores mediated trust at societal, institutional and interpersonal levels. The research will leverage a novel framework of 'ideas, interests and institutions' applied to major case studies from news media, digital platforms, corporations and the WHO; and develops innovative methods for analysing the relationship between communications and trust. These will deliver world-first integrative approaches for Australian policymakers, industry and regulators to address both crises of trust and our digital futures.Read moreRead less
Artistically rethinking creative coding for digital media. This project will investigate improved workflows to support the creative exploratory power of creators of interactive media experiences for public events, galleries, stage shows and installations, which increasingly involve complex networks of devices, such as interacting audio, visual and sensor elements. It will innovate digital creativity techniques to enable creators to move from brittle problem solving tasks to a creatively fertile ....Artistically rethinking creative coding for digital media. This project will investigate improved workflows to support the creative exploratory power of creators of interactive media experiences for public events, galleries, stage shows and installations, which increasingly involve complex networks of devices, such as interacting audio, visual and sensor elements. It will innovate digital creativity techniques to enable creators to move from brittle problem solving tasks to a creatively fertile exploration of design outcomes. The research is expected to result in new models of creative practice, and more productive support tools for practitioners, for whom development costs are a significant limiting expense.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240101049
Funder
Australian Research Council
Funding Amount
$432,485.00
Summary
Modeling the Diffusion of Evolving Rumours in Social Networks. This project aims to model the complex evolution and diffusion process of evolving rumours in social media. This project expects to develop new theories and associated techniques from operational research (adaptive genetic algorithms), mathematics (network theory), and machine learning (generative adversarial networks) to tackle the challenges in this project. This project aims to develop (1) novel models for the evolution of a rumou ....Modeling the Diffusion of Evolving Rumours in Social Networks. This project aims to model the complex evolution and diffusion process of evolving rumours in social media. This project expects to develop new theories and associated techniques from operational research (adaptive genetic algorithms), mathematics (network theory), and machine learning (generative adversarial networks) to tackle the challenges in this project. This project aims to develop (1) novel models for the evolution of a rumour, (2) novel models for the diffusion of an evolving rumour, and (3) techniques for detecting the diffusion sources of the original rumour and its mutations. This not only will constitute a major advancement in the theory and application of rumour study but also lead the decision-makers in debunking rumours.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100483
Funder
Australian Research Council
Funding Amount
$382,267.00
Summary
Digital sovereignty and colonialisms in the Russian-Ukrainian war. This project investigates how weaponisation of information and communication technologies affects territorial integrity of sovereign democratic states. Documenting and analysing the architectures, practices and discourses surrounding digital sovereignty in Ukraine’s Russian-occupied territories, it contributes a unique regional case to understanding how digital communication infrastructures can be used as tools of colonial expans ....Digital sovereignty and colonialisms in the Russian-Ukrainian war. This project investigates how weaponisation of information and communication technologies affects territorial integrity of sovereign democratic states. Documenting and analysing the architectures, practices and discourses surrounding digital sovereignty in Ukraine’s Russian-occupied territories, it contributes a unique regional case to understanding how digital communication infrastructures can be used as tools of colonial expansion. Expected outcomes include a theoretical model of colonial techno-geopolitics and a suite of critical visual approaches to mapping the topographies of digital sovereignty. Benefits include a set of policy recommendations on building and preserving resilient information and communication ecosystems. Read moreRead less
Advancing digital inclusion in low income Australian families. This ethnographic investigation explores the complex relationship between digital and social inclusion, and social infrastructure's role (education facilities, charities, government services) in supporting low-income families' social and economic participation. It gathers insights from families in six diverse communities from Far North Queensland to Tasmania, across diverse urban, regional and rural locations. It focuses on the digit ....Advancing digital inclusion in low income Australian families. This ethnographic investigation explores the complex relationship between digital and social inclusion, and social infrastructure's role (education facilities, charities, government services) in supporting low-income families' social and economic participation. It gathers insights from families in six diverse communities from Far North Queensland to Tasmania, across diverse urban, regional and rural locations. It focuses on the digital inclusion implications of children's home and school learning experiences, school leavers' transitions into work, and parenting in digital times. The project is a collaboration with Australia's leading digital inclusion organisations and will develop new practices, policies and sector wide solutions.Read moreRead less
Muscle memory: The key to novel interactive memory support systems. This project aims to investigate how the use of muscle memory as a deliberate interaction design resource can effectively support declarative memory. The project brings together memory interaction design and bodily activity design to address increasing concerns surrounding Australians’ memory. By investigating muscle memory in interaction design, the project is expected to advance international understanding of scholarly and pra ....Muscle memory: The key to novel interactive memory support systems. This project aims to investigate how the use of muscle memory as a deliberate interaction design resource can effectively support declarative memory. The project brings together memory interaction design and bodily activity design to address increasing concerns surrounding Australians’ memory. By investigating muscle memory in interaction design, the project is expected to advance international understanding of scholarly and practical processes that complement design for declarative memory. The project will lay the foundation for extending research which will assist movement, rehabilitation, health and educational sports practitioners that can create engaging experiences that use muscle memory for the benefit of all Australians.Read moreRead less