Inconsistent migration data in the Asia Pacific. This project aims to develop statistical models of population movements in the Asia-Pacific regionto harmonise, correct for errors and estimate annual flows by origin, destination, age and sex. International migration is increasing and thriving in the Asia-Pacific region but data on the annual movements and pathways are largely unknown because the data are unavailable for cross-national comparison. This is surprising considering the region makes u ....Inconsistent migration data in the Asia Pacific. This project aims to develop statistical models of population movements in the Asia-Pacific regionto harmonise, correct for errors and estimate annual flows by origin, destination, age and sex. International migration is increasing and thriving in the Asia-Pacific region but data on the annual movements and pathways are largely unknown because the data are unavailable for cross-national comparison. This is surprising considering the region makes up over three-fifths of the world’s population. The results are expected to form a basis for understanding the dynamics and complexity of migration in countries near Australia.Read moreRead less
Diaspora Humanitarians: How Australia-based migrants help in crises abroad. This project aims to map the extensive humanitarian activities and contributions of Australia-based migrants to crises abroad. Australia is home to large diasporas who are connected to communities in many humanitarian crisis hotspots, including the project's focus areas: Afghanistan, Syria, South Sudan, Myanmar, Indonesia, Nepal, and the Pacific Islands. By generating much-needed knowledge on how and why migrants engage ....Diaspora Humanitarians: How Australia-based migrants help in crises abroad. This project aims to map the extensive humanitarian activities and contributions of Australia-based migrants to crises abroad. Australia is home to large diasporas who are connected to communities in many humanitarian crisis hotspots, including the project's focus areas: Afghanistan, Syria, South Sudan, Myanmar, Indonesia, Nepal, and the Pacific Islands. By generating much-needed knowledge on how and why migrants engage in humanitarian responses, the project expects to support and improve the work of diasporas themselves, the Australian Civil-Military Centre and other humanitarian organisations, who are partners in the project. This will benefit Australia by highlighting our innovative leadership role in humanitarian and migration issues.Read moreRead less
Australian Seasonal Workers Programme and well-being impacts in Timor-Leste. This research aims to investigate the impacts of Australia’s Seasonal Workers Programme and South Korea’s Employment Permit System on the well-being of migrant workers and their families in Timor-Leste (East Timor). The contribution of this research to scholarship would be the creation of a sound method to measure the impact of temporary labour migration on well-being across various aspects of life that can be used by r ....Australian Seasonal Workers Programme and well-being impacts in Timor-Leste. This research aims to investigate the impacts of Australia’s Seasonal Workers Programme and South Korea’s Employment Permit System on the well-being of migrant workers and their families in Timor-Leste (East Timor). The contribution of this research to scholarship would be the creation of a sound method to measure the impact of temporary labour migration on well-being across various aspects of life that can be used by researchers in Timor-Leste and elsewhere to evaluate the development impacts of such migration schemes. The data will inform evidence-based policies to improve temporary labour migration schemes, meet urgent development priorities in Timor-Leste, and maximise the benefits of Australian aid funded labour migration schemes.Read moreRead less
Design of dynamic visual signals. Models of the design of visual signals depend heavily upon analyses of static ornaments. Nothing is known about dynamic visual signals. We will use an array of new techniques to tackle this problem for the first time. Motion analyses will define the task faced by the visual system. Sensory limitations will be measured to identify constraints on signal evolution. Digital video playback studies will assess recognition and explain aspects of signal design. Results ....Design of dynamic visual signals. Models of the design of visual signals depend heavily upon analyses of static ornaments. Nothing is known about dynamic visual signals. We will use an array of new techniques to tackle this problem for the first time. Motion analyses will define the task faced by the visual system. Sensory limitations will be measured to identify constraints on signal evolution. Digital video playback studies will assess recognition and explain aspects of signal design. Results will test the generality of principles that have been developed in studies of female mate choice and extend these ideas to address intra-sexual selection operating through opponent assessment.Read moreRead less
Special Research Initiatives - Grant ID: SR0354802
Funder
Australian Research Council
Funding Amount
$40,000.00
Summary
Migration and its socio-economic and cultural consequences in Australia. This network will develop an interdisciplinary multi-layered approach to understanding migration processes and the related social, health and economic effects. With the input of scholars in diverse fields, the network will play a significant role in the development of a national migration database, in training early career researchers and in developing social policy. It will also stimulate new areas of research, integrate t ....Migration and its socio-economic and cultural consequences in Australia. This network will develop an interdisciplinary multi-layered approach to understanding migration processes and the related social, health and economic effects. With the input of scholars in diverse fields, the network will play a significant role in the development of a national migration database, in training early career researchers and in developing social policy. It will also stimulate new areas of research, integrate the dynamics of migrant populations with migrants' own experiences and perceptions, add to knowledge in the priority area 'safeguarding Australia', and enhance our understanding of the cultural, social and economic impact on Australia of a significant migrant presence.Read moreRead less
Machine education for trusted multi-skilled evolutionary learners . Transforming data assets into organisational knowledge assets sits in the hands of a few, highly specialised, data scientists. The aim of this research is to design educational instruments to support non-experts to teach artificial intelligence (AI) systems in a similar way to educating human teachers to teach human learners. The significance of the project lies in affording the wider smart, but not necessarily AI expert, commun ....Machine education for trusted multi-skilled evolutionary learners . Transforming data assets into organisational knowledge assets sits in the hands of a few, highly specialised, data scientists. The aim of this research is to design educational instruments to support non-experts to teach artificial intelligence (AI) systems in a similar way to educating human teachers to teach human learners. The significance of the project lies in affording the wider smart, but not necessarily AI expert, community the ability to contribute to growing our knowledge-based society in a safe, transparent and trustworthy manner. Outcomes will include innovative instruments to teach machines, novel knowledge creation, trusted and transparent AI systems, and a new generation of human teachers specialised in educating AI systems.Read moreRead less
Regional Australia' skills shortages and high-skill refugees' employment . Regional Australia loses to cities thousands of professional and trade-related people whose skills cannot be replaced. Focusing on small and medium-size enterprises producing food and beverages, this project aims to determine whether refugee employment (i) is a strategic resource (ii) can alleviate these chronic regional skill shortages, and (iii) can be integrated in immigration policy. In doing so, it will for the firs ....Regional Australia' skills shortages and high-skill refugees' employment . Regional Australia loses to cities thousands of professional and trade-related people whose skills cannot be replaced. Focusing on small and medium-size enterprises producing food and beverages, this project aims to determine whether refugee employment (i) is a strategic resource (ii) can alleviate these chronic regional skill shortages, and (iii) can be integrated in immigration policy. In doing so, it will for the first time provide critical empirical evidence on the possible need to separate policy measures aimed at rural vs. urban employers. The outcomes will contribute to reducing the problem of critical skill shortages and wastage at once and do so with an eye to the needs to rural Australia – a key driver of the country’s exports. Read moreRead less
User-task co-adaptation for effective interactive simulation environments. This project aims to deliver smart interactive simulation environments in which users and simulation tasks work together. This project aims to create novel adaptive algorithms to automatically discover those user and task features that vary together to smartly adapt users and simulation tasks to work together harmoniously, seamlessly and effectively. Interactive simulation environments are the backbone for evaluating conc ....User-task co-adaptation for effective interactive simulation environments. This project aims to deliver smart interactive simulation environments in which users and simulation tasks work together. This project aims to create novel adaptive algorithms to automatically discover those user and task features that vary together to smartly adapt users and simulation tasks to work together harmoniously, seamlessly and effectively. Interactive simulation environments are the backbone for evaluating concepts, designs, products and advanced training systems in industry and government organisations. By bringing the user naturally inside the simulation as a task's component, users can improve their experience while task performance is simultaneously optimised. Intended outcomes include novel dynamic user-task profiling algorithms and new adaptive algorithms for user-task co-adaptation. Practical outcomes may include robust and highly effective simulation environments.Read moreRead less
Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the h ....Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the health system. The data collected in this project will assist in developing health services to meet these needs.Read moreRead less
Evolutionary computation for expensive bilevel multiobjective problems. This project aims to develop an evolutionary computation framework to solve computationally expensive bilevel multiobjective problems. The research is fundamental in nature and will address key open challenges in solving such problems, including hierarchical decision-making, multiple performance criteria, uncertainties and computational expense. The proposed research has applications in diverse domains such as environmental ....Evolutionary computation for expensive bilevel multiobjective problems. This project aims to develop an evolutionary computation framework to solve computationally expensive bilevel multiobjective problems. The research is fundamental in nature and will address key open challenges in solving such problems, including hierarchical decision-making, multiple performance criteria, uncertainties and computational expense. The proposed research has applications in diverse domains such as environmental policy formulation, network design, engineering, defence and cybersecurity; offering significant benefits to the researchers and practitioners in these fields. In addition to research outputs, it will strengthen international collaboration and build research capacity to put Australia at the forefront of this research.
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