Monash University
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Understanding Ethics in AI Software Development through Practitioners’ Perspectives and Experiences

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thesis
posted on 2024-12-18, 06:34 authored by Aastha Pant
Artificial Intelligence (AI) ethics has become a prominent topic due to public concern about the rapid integration of AI into daily life. Although prior research has focused on aspects of AI ethics, the views and experiences of AI practitioners have received little attention. This thesis reports on AI practitioners' perspectives and experiences on ethics of AI-based systems, specifically fairness. A framework, recommendations, and a software-based tool were developed to guide ethical AI development, ensure fairness, and raise awareness of AI ethics among practitioners. It lays a solid foundation for further research and practical advancements in the field of AI ethics.

History

Campus location

Australia

Principal supervisor

Rashina Hoda

Additional supervisor 1

Chakkrit Tantithamthavorn

Additional supervisor 2

Burak Turhan

Year of Award

2024

Department, School or Centre

Software Systems & Cybersecurity

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Information Technology

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