Mitigating the Influence of Social Bots in Heterogeneous Social Networks. This project aims to mitigate the influence of social bots in dynamic and constantly changing social networks. Social bots can spread misinformation, manipulate public opinion, and compromise privacy and security. This project will use advanced algorithms to detect and neutralize the impact of social bots, improving the integrity and accuracy of information on social media. The expected outcomes include the development of ....Mitigating the Influence of Social Bots in Heterogeneous Social Networks. This project aims to mitigate the influence of social bots in dynamic and constantly changing social networks. Social bots can spread misinformation, manipulate public opinion, and compromise privacy and security. This project will use advanced algorithms to detect and neutralize the impact of social bots, improving the integrity and accuracy of information on social media. The expected outcomes include the development of a robust system for identifying and mitigating social bot influence, and the reduction of harmful content and misinformation on social media. The benefits of this project include a more trustworthy and secure social media environment, protection of individuals and organizations from malicious activities.Read moreRead less
New Graph Mining Technologies to Enable Timely Exploration of Social Events. This project aims to develop scalable and effective graph mining techniques for the timely exploration of social events that are the hottest happenings in online information networks. The research will primarily exploit the complex network structures and non-structural properties of streaming social data to report what is happening in a timely fashion. This project will lay the theoretical foundations of this emerging f ....New Graph Mining Technologies to Enable Timely Exploration of Social Events. This project aims to develop scalable and effective graph mining techniques for the timely exploration of social events that are the hottest happenings in online information networks. The research will primarily exploit the complex network structures and non-structural properties of streaming social data to report what is happening in a timely fashion. This project will lay the theoretical foundations of this emerging field to strengthen Australia’s world leadership role in data science. Practically, the novel theories and data analytics technologies developed will benefit the Australian economy and society by monitoring emergencies, tracking prevailing sentiments, and spotting investment opportunities through timely event responses.Read moreRead less
Legal and social dynamics of eBook lending in Australia’s public libraries. Legal and social dynamics of eBook lending in Australia’s public libraries. This project aims to develop an evidence base of quantitative and qualitative data about how eBooks are used in libraries. EBooks have tremendous beneficial potential, particularly for Australians in remote areas and those with impaired mobility or vision. However, libraries’ rights to acquire and lend them are more restricted than for physical b ....Legal and social dynamics of eBook lending in Australia’s public libraries. Legal and social dynamics of eBook lending in Australia’s public libraries. This project aims to develop an evidence base of quantitative and qualitative data about how eBooks are used in libraries. EBooks have tremendous beneficial potential, particularly for Australians in remote areas and those with impaired mobility or vision. However, libraries’ rights to acquire and lend them are more restricted than for physical books. Libraries and legal, social and data science researchers will investigate eBook lending practices and understand their social impacts. The project will identify ways of reforming policy, law, and practice to help libraries fulfil their public interest missions. This project is expected to enable libraries to extract more value from existing public investments.Read moreRead less
Learning the meso-scale organization of complex networks. This project aims to model and learn the organization of online social networks. We will combine mathematical models, inference, and domain knowledge from computational social sciences to obtain interpretable descriptions of the role groups of users play in the network. The expected outcomes are new mathematical models and computational methods that learn from data how to best decompose a complex network into building blocks and their int ....Learning the meso-scale organization of complex networks. This project aims to model and learn the organization of online social networks. We will combine mathematical models, inference, and domain knowledge from computational social sciences to obtain interpretable descriptions of the role groups of users play in the network. The expected outcomes are new mathematical models and computational methods that learn from data how to best decompose a complex network into building blocks and their interactions, linking connectivity to function. This should provide benefits to industries and policy makers interested in how information spreads in social media, including the critical questions of understanding the mechanisms contributing to political polarization and fragmentation.Read moreRead less
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
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
Moving media: mobile internet and new policy modes. Moving Media' is a comprehensive study of Australian mobile internet, how the infrastructures are evolving, how people use these convergent technologies, and how traditional and new modes of media policy respond. The project will advance our understanding of this vital area of future media, providing evidence to inform better policy and regulation.
Disability and Digital Technology: Accessible Design, Global Media Policy, and Human Rights. Disability is a major area of Australian reform, and digital technology is key to securing historic goals of full social participation. This project offers the first comprehensive investigation of how we invent, design, implement, and regulate technology for people with disabilities. It will provide a theory of disability and technology, with case studies including mobiles, e-readers, and health technolo ....Disability and Digital Technology: Accessible Design, Global Media Policy, and Human Rights. Disability is a major area of Australian reform, and digital technology is key to securing historic goals of full social participation. This project offers the first comprehensive investigation of how we invent, design, implement, and regulate technology for people with disabilities. It will provide a theory of disability and technology, with case studies including mobiles, e-readers, and health technologies. The project will examine human rights aspects of technology in the United Nations disability convention, and their relation to global media policy. The project will propose better ways to align human rights frameworks, policy, and technology design to ensure digital participation for Australians with disability.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