Discovery Projects - Grant ID: DP190103414

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP190103414

Funding Status
Active

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Funded Activity Summary

Explanation in artificial intelligence: a human-centred approach. This project aims to produce validated methods for creating human-centred explanations of decisions made by artificial intelligence (AI). Trial deployment of AI devices has resulted in the requirement for explanations of how AI makes decisions, where developed AI systems gave insufficient consideration of how decision logic would be explained to people. This project positions 'explainable AI' within the intersection of human-computer interaction, computer science and cognitive psychology. The expected outcomes of this project are new methods, models and algorithms for explaining different types of AI models to people. This project should result in improved understanding and trust of decisions made by AI systems, mitigating some societal concerns about AI-based decision making.

Funded Activity Details

Start Date: 25-01-2019

End Date: 31-12-2022

Funding Scheme: Discovery Projects

Funding Amount: $380,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Adaptive Agents and Intelligent Robotics | Information Systems | Computer-Human Interaction

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Information and Computing Sciences | Computer Software and Services not elsewhere classified |

Other Keywords

Adaptive Agents and Intelligent Robotics | Computer Software and Services not elsewhere classified | Computer-Human Interaction | Expanding Knowledge in the Information and Computing Sciences | Information Systems

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