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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: DE180100428
Funder
Australian Research Council
Funding Amount
$378,392.00
Summary
Developing an Arab culture of investigative journalism. This project aims to critically evaluate the extent to which an Arab culture of investigative journalism could be established. Investigative journalism has critical importance to the enhancement of independent media systems, especially in restrictive media environments. Understanding that investigative journalism training and practice should lead to transparent and representative political systems, this project examines whether Western fram ....Developing an Arab culture of investigative journalism. This project aims to critically evaluate the extent to which an Arab culture of investigative journalism could be established. Investigative journalism has critical importance to the enhancement of independent media systems, especially in restrictive media environments. Understanding that investigative journalism training and practice should lead to transparent and representative political systems, this project examines whether Western frameworks are suitable for conceptualising non-Western investigative journalism cultures. It will develop a theoretical model for investigative journalism specific to the Arab world.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100477
Funder
Australian Research Council
Funding Amount
$421,554.00
Summary
Advancing Human Perception: Countering Evolving Malicious Fake Visual Data. The aim of this project is to provide new effective and generalisable deepfake detection methods for automatically detecting maliciously manipulated visual data generated by misused artificial intelligence (AI) techniques. It will present innovative computer vision and image processing knowledge and techniques, enabling the developed methods to advance human perception in recognising fake data, enhance cybersecurity, and ....Advancing Human Perception: Countering Evolving Malicious Fake Visual Data. The aim of this project is to provide new effective and generalisable deepfake detection methods for automatically detecting maliciously manipulated visual data generated by misused artificial intelligence (AI) techniques. It will present innovative computer vision and image processing knowledge and techniques, enabling the developed methods to advance human perception in recognising fake data, enhance cybersecurity, and protect privacy in AI applications. The anticipated outcomes should provide significant benefits to a wide range of applications, such as providing timely alerts to the media, government organisations, and the industry about misleading fake visual data, and preventing financial crimes on synthetic identity fraud.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100202
Funder
Australian Research Council
Funding Amount
$409,204.00
Summary
Too quick or too slow? Unpacking digital temporalities in networked Vietnam. This project aims to study how digital media shape ordinary people’s lived experience of time in Vietnam. It investigates the hidden costs of promoting a digital future without accounting for stagnating structural reforms on the ground. Using ethnographic research, the project examines the lives of online petty traders, rideshare Grab bikers, tech developers, and residents in designated high-tech neighbourhoods to revea ....Too quick or too slow? Unpacking digital temporalities in networked Vietnam. This project aims to study how digital media shape ordinary people’s lived experience of time in Vietnam. It investigates the hidden costs of promoting a digital future without accounting for stagnating structural reforms on the ground. Using ethnographic research, the project examines the lives of online petty traders, rideshare Grab bikers, tech developers, and residents in designated high-tech neighbourhoods to reveal how fast-paced digital technologies, slow-moving infrastructural change, and indelible sociocultural histories intersect. Expected outcomes include vital new knowledge of Southeast Asian digital cultures that will benefit the sustainability of Australian aid in technological development in Southeast Asia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100116
Funder
Australian Research Council
Funding Amount
$419,218.00
Summary
Vulnerability Defence: From Interpretable to Trustworthy Threat Assessment. This project aims to design a novel vulnerability defence framework to automatically identify, prioritise and interpret vulnerabilities and their attack vectors from the Internet of Things (IoT). Currently, most Australian organisations can be targeted by complex cyberattacks, stealing sensitive information leading to financial loss and reputation threats. This project expects to generate new knowledge in IoT vulnerabili ....Vulnerability Defence: From Interpretable to Trustworthy Threat Assessment. This project aims to design a novel vulnerability defence framework to automatically identify, prioritise and interpret vulnerabilities and their attack vectors from the Internet of Things (IoT). Currently, most Australian organisations can be targeted by complex cyberattacks, stealing sensitive information leading to financial loss and reputation threats. This project expects to generate new knowledge in IoT vulnerability assessment using economic risk estimation and cognitive vulnerability identification methods. Expected outcomes include trusted IoT vulnerability assessment methods and vulnerability testbed. Significant benefits are expected to protect IoT networks in all defence, industry and government sectors.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE150100288
Funder
Australian Research Council
Funding Amount
$348,000.00
Summary
Geoblocking, circumvention and the organisation of digital media markets. Digital content portals including iTunes, Hulu, Netflix and BBC iPlayer use geoblocking to restrict access in certain markets. Australian consumers are increasingly finding ways to circumvent such restrictions. This project aims to investigate how geoblocking and geoblocking circumvention are shaping digital media consumption in Australia. It will offer rigorous analysis of an emerging transnational media practice, and wha ....Geoblocking, circumvention and the organisation of digital media markets. Digital content portals including iTunes, Hulu, Netflix and BBC iPlayer use geoblocking to restrict access in certain markets. Australian consumers are increasingly finding ways to circumvent such restrictions. This project aims to investigate how geoblocking and geoblocking circumvention are shaping digital media consumption in Australia. It will offer rigorous analysis of an emerging transnational media practice, and what it means for audiences, producers and regulators. This project endeavours to advance the understanding of digital content flows and inform media policy in a volatile regulatory environment.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101204
Funder
Australian Research Council
Funding Amount
$432,854.00
Summary
Digital citizenship and girls’ gender empowerment. Employing youth participatory action research in Indonesia, this project investigates the digital tools, resources, and strategies used by female youth to advocate for social change. The existing strategies used by development organisations rely on traditional, top-down advocacy approaches, overlooking the innovative ways girls and young women in developing countries use digital technologies to teach one another about gender-based violence and e ....Digital citizenship and girls’ gender empowerment. Employing youth participatory action research in Indonesia, this project investigates the digital tools, resources, and strategies used by female youth to advocate for social change. The existing strategies used by development organisations rely on traditional, top-down advocacy approaches, overlooking the innovative ways girls and young women in developing countries use digital technologies to teach one another about gender-based violence and empowerment. Expected outcomes include youth-centred digital strategies and publicly accessible resources. The project's findings will be used to improve the design of gender empowerment programs that can be scaled up to enhance the Australian government’s aid distribution.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101558
Funder
Australian Research Council
Funding Amount
$400,000.00
Summary
Taking humour seriously for online safety. Harmful humour impacts on women’s wellbeing online, but is poorly managed by social media platforms, and has not been integrated into online safety regulation and policy. This project aims to bring together sociocultural theory, social media analysis, and interviews to better understand the dynamics of harmful humour online in Australia. It will work with users, community leaders and industry stakeholders to evaluate current platform and policy response ....Taking humour seriously for online safety. Harmful humour impacts on women’s wellbeing online, but is poorly managed by social media platforms, and has not been integrated into online safety regulation and policy. This project aims to bring together sociocultural theory, social media analysis, and interviews to better understand the dynamics of harmful humour online in Australia. It will work with users, community leaders and industry stakeholders to evaluate current platform and policy responses and how they could be improved. The anticipated outcomes include theoretical advances, workable principles for better content moderation processes that reduce harm without restricting healthy expression, and evidence-based contributions to debates on online safety regulation.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100903
Funder
Australian Research Council
Funding Amount
$451,885.00
Summary
Charitable triad: How donors, beneficiaries, & fundraisers influence giving. This project aims to test a new model of charitable giving to examine how donors, beneficiaries, and fundraisers together influence donor decisions. Until now, no holistic model has existed to explain donor behaviour: past research has focused on donors but neglected beneficiaries and fundraisers. This project is expected to provide evidence for a new bedrock theory of philanthropy. Findings can also inform practitioner ....Charitable triad: How donors, beneficiaries, & fundraisers influence giving. This project aims to test a new model of charitable giving to examine how donors, beneficiaries, and fundraisers together influence donor decisions. Until now, no holistic model has existed to explain donor behaviour: past research has focused on donors but neglected beneficiaries and fundraisers. This project is expected to provide evidence for a new bedrock theory of philanthropy. Findings can also inform practitioner toolkits, offering advice to nonprofits on how to raise money effectively by understanding how the particular organisation and its beneficiaries can influence donor decisions. By helping ensure the survival of charities, this research will contribute to the delivery of essential social services that benefit many Australians.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE160100543
Funder
Australian Research Council
Funding Amount
$308,260.00
Summary
Paid work in cash-for-care: Australia in comparative perspective. The project seeks to build an evidence base to address the public policy problem of how to develop a sustainable workforce in the publicly-funded disability sector based on quality jobs for care workers and flexible high-quality care. Under new social care arrangements, money for care is allocated directly to vulnerable people to purchase their own services. Cash-for-care changes the organisation of paid care work in ways that pos ....Paid work in cash-for-care: Australia in comparative perspective. The project seeks to build an evidence base to address the public policy problem of how to develop a sustainable workforce in the publicly-funded disability sector based on quality jobs for care workers and flexible high-quality care. Under new social care arrangements, money for care is allocated directly to vulnerable people to purchase their own services. Cash-for-care changes the organisation of paid care work in ways that pose significant risks for workers and for the development of sustainable social care workforces. This project intends to examine outcomes for care workers under cash-for-care and to identify regulatory strategies for creating quality work for paid care workers in flexible, high-quality care systems.Read moreRead less