Imperfections of Machine Learning : Experimental Investigations of Human Advice-Taking Behavior / Dirk Gerhard Leffrang ; Dekan: Prof. Dr. Jens Müller ; Gutachter: Prof. Dr. Oliver Müller, Prof. Dr. Simon Thanh-Nam Trang. Paderborn, 2025

Inhalt

Introduction

Motivation
Research Objective and Research Questions
Thesis Structure

Background

Algorithm Aversion From a Contextual View
Imperfections of ML Algorithms Along the ML Pipeline

Methodology
Results
Discussion

Addressing the Research Questions
Research Implications
Practical Implications

Closure
Bibliography

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