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
When do gestures become linguistic? Understanding the gesture-language interface through a corpusbased study of pointing signs in signed languages. This project will use corpus-based and experimental studies to compare pointing signs in three sign languages with pointing gestures used by hearing non-signers in order to answer the question: What relationship do gestures have to language? It will help us understand how pointing works as part of a sign language system, and how it is used as co-spee ....When do gestures become linguistic? Understanding the gesture-language interface through a corpusbased study of pointing signs in signed languages. This project will use corpus-based and experimental studies to compare pointing signs in three sign languages with pointing gestures used by hearing non-signers in order to answer the question: What relationship do gestures have to language? It will help us understand how pointing works as part of a sign language system, and how it is used as co-speech gesture. Both spoken languages and sign languages make use of pointing, and thus it represents a unique case study for the investigation of the relationship between gesture and language. This project will provide a distinctive contribution to our knowledge about the relationship between language and other aspects of human communication. Read moreRead less
Sibling influence on development of children with autism spectrum disorder. This project aims to investigate how typically-developing siblings affect the development of children with autism spectrum disorder (ASD). ASD involves difficulties with language, executive functions and social understanding. For typically-developing children, growing up with siblings gives an advantage in these cognitive functions. Yet little is known about how having siblings’ impacts on cognitive development of childr ....Sibling influence on development of children with autism spectrum disorder. This project aims to investigate how typically-developing siblings affect the development of children with autism spectrum disorder (ASD). ASD involves difficulties with language, executive functions and social understanding. For typically-developing children, growing up with siblings gives an advantage in these cognitive functions. Yet little is known about how having siblings’ impacts on cognitive development of children with ASD. The project intends to longitudinally explore the mechanisms of sibling impact in families with and without a child with ASD. The outcomes will deepen understanding of child development, providing an evidence base for effective interventions to increase child competence and aiming ultimately to reduce the social costs of ASD.Read moreRead less
Digital photography: mediation, memory and visual communication. This project aims to address the social impact of major shifts in the production, distribution, viewing and storage of photographic images which have profoundly altered their everyday use. By adopting an interdisciplinary, user-centred approach to digitally networked photography, the project will provide a more holistic understanding of how photographs mediate communication, sociality and memory in the present. Expected outcomes i ....Digital photography: mediation, memory and visual communication. This project aims to address the social impact of major shifts in the production, distribution, viewing and storage of photographic images which have profoundly altered their everyday use. By adopting an interdisciplinary, user-centred approach to digitally networked photography, the project will provide a more holistic understanding of how photographs mediate communication, sociality and memory in the present. Expected outcomes include generating original empirical data, building international collaboration, and creating a new conceptual framework for assessing contemporary photographic practices. The research will provide community benefit by enabling insight into the social and ethical tensions affecting photography in the present.
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"I think; therefore I am": Loneliness and neurodevelopmental disorders. This project aims to develop a 3-D animated program for adolescents with neurodevelopmental disorders (NDDs) that alters the automatic biases arising from their everyday social communication difficulties (including via social media), which result in negative thought patterns and loneliness. Negative thought patterns, which are arguably the hallmarks of, and causal in, the development of emotional dysfunction are amplified by ...."I think; therefore I am": Loneliness and neurodevelopmental disorders. This project aims to develop a 3-D animated program for adolescents with neurodevelopmental disorders (NDDs) that alters the automatic biases arising from their everyday social communication difficulties (including via social media), which result in negative thought patterns and loneliness. Negative thought patterns, which are arguably the hallmarks of, and causal in, the development of emotional dysfunction are amplified by loneliness, and adolescents with NDDs experience significantly greater levels of loneliness. Altering these negative thought patterns via an engaging 3-D animated program offers great potential to improve educational and social-emotional outcomes along with generating economic benefits nationally and internationally.Read moreRead less
Wikipedia and the nation’s story: Towards equity in knowledge production. As the world’s largest source of public information, Wikipedia is a crucial site in which national stories are made. This project aims to institute a critical approach to understanding Wikipedia by investigating how it produces knowledge in its coverage of Australian historic events. The project expects to advance digital media studies, utilizing an innovative conceptual approach to undertake the first systematic examinati ....Wikipedia and the nation’s story: Towards equity in knowledge production. As the world’s largest source of public information, Wikipedia is a crucial site in which national stories are made. This project aims to institute a critical approach to understanding Wikipedia by investigating how it produces knowledge in its coverage of Australian historic events. The project expects to advance digital media studies, utilizing an innovative conceptual approach to undertake the first systematic examination of events from a national perspective. Expected outcomes include an expanded evaluation framework and an international research collaboration. This should provide significant benefits, building research capacity and creating tools to help generate more equitable coverage for millions of users in Australia and beyond.Read moreRead less
Neurodevelopmental disorders and loneliness: School predictors & outcomes. This project aims to establish trajectories of loneliness across the 10-18 year developmental period in adolescents with neuro-developmental disorders (NDDs). This is significant because adolescence is the peak period for loneliness and the social communication difficulties experienced by adolescents with NDDs place them at greater risk of loneliness. Lower levels of school attendance, connectedness and mental well-being, ....Neurodevelopmental disorders and loneliness: School predictors & outcomes. This project aims to establish trajectories of loneliness across the 10-18 year developmental period in adolescents with neuro-developmental disorders (NDDs). This is significant because adolescence is the peak period for loneliness and the social communication difficulties experienced by adolescents with NDDs place them at greater risk of loneliness. Lower levels of school attendance, connectedness and mental well-being, and higher rates of disruptive behaviour, expulsion, drop-out, depression, social withdrawal, and suicide ideation are strongly linked to loneliness. Therefore predicting critical times in trajectories will enhance emotional, behavioural and school related outcomes and optimise economic, societal and quality of life benefits.Read moreRead less
TSuNAMi: Time Series Network Animal Modelling. Our proposal is motivated by and based upon the successful representation of time series as a network (or graph). We construct an abstract representation of a system from measurements of its changing behaviour over time. Properties of that structure (the network) then allow us to infer diagnostic information of the system. Specifically, we propose to apply this to livestock welfare during transport. By measuring the biological and environment condi ....TSuNAMi: Time Series Network Animal Modelling. Our proposal is motivated by and based upon the successful representation of time series as a network (or graph). We construct an abstract representation of a system from measurements of its changing behaviour over time. Properties of that structure (the network) then allow us to infer diagnostic information of the system. Specifically, we propose to apply this to livestock welfare during transport. By measuring the biological and environment condition of the animal we construct a network representation of that system. Geometric features of that network can then be used to infer health or duress of the subject. This proposal will develop the generic mathematical machinery to connect geometric features of the network with system behaviour. Read moreRead less
Understanding and Combatting 'Dark Political Communication'. This project examines an emergent series of tactics used by political actors (i.e. politicians, lobbyists, political groups, etc.) that we are calling 'Dark Political Communication' (DPC). DPC differs markedly from existing, well-established modes of political communication, as it often involves the deliberate spread of disinformation, use of highly inflammatory language, antagonism towards the press and democratic institutions, as wel ....Understanding and Combatting 'Dark Political Communication'. This project examines an emergent series of tactics used by political actors (i.e. politicians, lobbyists, political groups, etc.) that we are calling 'Dark Political Communication' (DPC). DPC differs markedly from existing, well-established modes of political communication, as it often involves the deliberate spread of disinformation, use of highly inflammatory language, antagonism towards the press and democratic institutions, as well as actions that seek to exacerbate social discord. In this project, we will provide the first-ever complete account of DPC tactics, and provide a series of recommendations to journalists about how their practice can best evolve to address this novel communication paradigm. Read moreRead less
Metaphotonics and metasurfaces for disruptive sensing technologies. This project aims to address a big challenge in nanophotonics by developing revolutionary methods for efficient chiral sensing of molecules without the need for spectrometry, frequency scanning, or moving mechanical parts, and to enhance chiroptical signals a hundredfold with the help of metasurface structures. Resonant metasurfaces are arrays of engineered dielectric nanoparticles with extraordinary characteristics, and they wo ....Metaphotonics and metasurfaces for disruptive sensing technologies. This project aims to address a big challenge in nanophotonics by developing revolutionary methods for efficient chiral sensing of molecules without the need for spectrometry, frequency scanning, or moving mechanical parts, and to enhance chiroptical signals a hundredfold with the help of metasurface structures. Resonant metasurfaces are arrays of engineered dielectric nanoparticles with extraordinary characteristics, and they would allow to overcome current limitations of chiral sensing analytical tools. Detecting chiral molecules in low concentrations is crucially important to many fields of biology, chemistry, and pharmacy, as well as to the food and cosmetics industries, constituting a market of tens of billions of dollars.Read moreRead less