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ARC Centre of Excellence for Automated Decision-Making and Society

The ARC Centre of Excellence for Automated Decision-Making and Society (ADM+S) is a multi-institutional, multi-disciplinary research centre based at RMIT University in Melbourne, Australia.

Description

The ARC Centre of Excellence for Automated Decision-Making and Society Centre aims to contribute to the knowledge and strategies necessary for responsible, ethical and inclusive automated decision-making (ADM). It was established at RMIT in 2020 with funding from the Australian Government through the Australian Research Council (ARC) and other partners.[1][2] The Centre examines the social and technical aspects of ADM, seeing automated systems as the outcomes of interactions between people, machines, data and institutions. It has a particular focus on the domains of news and media, transport and mobility, social services and health.[3]

Projects and initiatives

Research projects at the ADM+S Centre range across automated systems, from autonomous and semi-autonomous vehicles to the recommendation systems deployed in digital media. Researchers work on technologies from machine learning to blockchain. Projects are concerned with a wide spectrum of problems from digital inclusion to disinformation, addressing developments primarily in Australia and the Global South. Centre projects include:

Australian Search Experience project

This research project is investigating if and how search results on Google differ for different people using a crowd-sourcing process recruited from Australian internet users.[4] It follows on from a similar project run by Algorithm Watch in Germany in 2017.[5] As of August 2020, the results indicated that search personalisation is limited; however for some topics, such as COVID-19, there might be a high level of curation.[6]

Considerate and Accurate Multi-party Recommender Systems for Constrained Resources

This project aims to develop a next generation recommender system that enables equitable allocation of constrained resources. The project will produce novel hybrid socio-technical methods and resources to create a Considerate and Accurate REcommender System (CARES), evaluated with social science and behavioural economics lenses. CARES aims to transform the sharing economy by delivering systems and methods that improve user and non-user experiences, business efficiency, and corporate social responsibility.[citation needed]

The Automated Newsroom in Australia and beyond

Automated decision-making (ADM) and related systems are now widely implemented in global newsrooms. These systems have substantial impacts on the nature and quality of journalistic output, on the shape of the newsroom workforce, and on audiences’ engagement with news content. This project investigates current developments in journalistic practice by conducting in-depth interviews with news workers, including journalists, social media editors, developers, programmers, computer scientists, graphic designers and social media marketing staff.[citation needed]

Automated decision-making and the law

Centre researchers Dan Hunter and Kimberlee Weatherall are investigating the role of artificial intelligence, natural language processing and other technologies which are having a major impact on decision-making and administration across the legal system.[7]

Funding and partners

Total combined funding for the centre is A$71.1 million with the ARC providing funding of A$31.8 million over 7 years from 2020 until 2026.[1][8] Centre partners include eight Australian universities and 22 organisations from around Australia, Europe, Asia and America.[9] The Centre headquarters are located at RMIT University; the other Australian university partners are Monash University, Queensland University of Technology, Swinburne University of Technology, University of Melbourne, University of New South Wales, Western Sydney University, University of Sydney and University of Queensland.

Members

As of 2021 researchers in ADM+S include:[10]

References

  1. ^ a b Australian Research Council (22 August 2019). "2020 ARC Centre of Excellence for Automated Decision-Making and Society". www.arc.gov.au. Archived from the original on 20 July 2021. Retrieved 20 July 2021.
  2. ^ Tehan, Dan (9 October 2019). "Improving automated decision making". Ministers' Media Centre, Department of Education, Skills and Employment, Australian Government. Retrieved 20 July 2021.
  3. ^ "ADMS Research". ARC Centre of Excellence for Automated Decision-Making and Society. Retrieved 23 July 2021.
  4. ^ "Australian Search Experience project". ADM+S Centre. Retrieved 8 August 2021.
  5. ^ Wilson, Cam (27 July 2021). "How does Google decide what results it shows you? A new project wants to find out". Crikey. Retrieved 8 August 2021.
  6. ^ Purtill, James (6 August 2020). "Google's hidden search algorithms are being investigated by researchers. Here's what they've found". ABC News. Retrieved 8 August 2021.
  7. ^ Schwarz, Kirrily (12 October 2020). "Is it time to embrace automated decision-making?". LSJ (Law Society Journal).
  8. ^ Mavros, Larissa (15 October 2019). "UNSW Sydney joins $71.1 million ARC Centre of Excellence to improve automated decision making". UNSW Newsroom. Retrieved 20 July 2021.
  9. ^ Easton, Stephen (13 October 2019). "Way beyond robodebt: new $70m research centre to improve automated decision-making". The Mandarin. Retrieved 20 July 2021.
  10. ^ "Chief Investigators". ARC Centre of Excellence for Automated Decision-Making and Society. Retrieved 23 July 2021.
Quelle: https://en.wikipedia.org/wiki/ARC_Centre_of_Excellence_for_Automated_Decision-Making_and_Society