Towards a Conceptual Modeling of Trustworthiness in AI-Based Big Data Analysis

Towards a Conceptual Modeling of Trustworthiness in AI-Based Big Data Analysis

This paper introduces a conceptual mathematical framework for evaluating trustworthiness in AI-based big data analysis, emphasizing the critical role trust plays in the adoption and effectiveness of AI systems. The proposed model leverages the trustworthy AI-based big data management (TAI-BDM) refer...

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Bibliographic Details
Main Authors: Sebastian Bruchhaus, Alexander Kreibich, Thoralf Reis, Marco X. Bornschlegl, Matthias L. Hemmje
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Information
Subjects:
data science
artificial intelligence
machine learning
trustability
trustworthiness
calibrated trust
Online Access:https://www.mdpi.com/2078-2489/16/6/455
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