International Journal of Religion - 2024 : Unlocking Trust in AI Decision-Making: The Crucial Role of Confidence, Transparency, and User Perception

Nurhaslinda, Mat Rabi (2024) International Journal of Religion - 2024 : Unlocking Trust in AI Decision-Making: The Crucial Role of Confidence, Transparency, and User Perception. International Journal of Religion, 5 (10). pp. 1866-1870. ISSN 2633-352X

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Abstract

Artificial Intelligence (AI) has become an integral part of decision-making processes across a spectrum of applications, from autonomous vehicles and healthcare diagnostics to financial forecasting and customer service. As AI systems increasingly take on roles that directly impact human lives and societal structures, the issue of trust in their decision-making capabilities assumes paramount importance. Confidence, as a measurable attribute within AI systems, plays a pivotal role in shaping this trust dynamic. This abstract is drawn from the conference "AI Decision- Making: The Role of Confidence," which explores the multifaceted dimensions of confidence in AI decision-making and its profound implications for accuracy and trust calibration. Researchers, practitioners, and industry experts converge to discuss the challenges and opportunities surrounding this critical concept.

Item Type:	Article
Uncontrolled Keywords:	Measuring Confidence: Methods and techniques for quantifying the confidence of AI systems in their decisions. Communicating Confidence: Strategies for conveying confidence levels to end-users and decision-makers. Interpreting Confidence: How users perceive and interpret confidence metrics in AI-generated decisions. Trust and Accuracy: The intricate relationship between confidence, trust, and decision accuracy. Applications and Impact: Case studies and real-world applications showcasing the role of confidence in domains such as healthcare, finance, and autonomous systems. Future Directions: Exploring innovative approaches to enhance the role of confidence in AI decision-making.
Divisions:	Institute of Graduate Studies (IGS)
Depositing User:	LIBRARY1 UPTM
Date Deposited:	26 Jun 2025 07:20
Last Modified:	26 Jun 2025 07:20
URI:	http://eprints.kuptm.edu.my/id/eprint/4700

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