appendix.tex

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\addcontentsline{toc}{chapter}{List of Figures}
\listoffigures
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\addcontentsline{toc}{chapter}{List of Tables}
\listoftables
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\addcontentsline{toc}{chapter}{List of Source Codes}
\renewcommand*{\listlistingname}{List of Source Codes}
\listoflistings
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\addcontentsline{toc}{chapter}{Sources}
\chapter*{Sources}

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\printbibliography[heading=subbibintoc, nottype=online, nottype=software]

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\printbibliography[heading=subbibintoc, type=online, title=Websites]

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\printbibliography[heading=subbibintoc, type=software, title=Software]
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\addcontentsline{toc}{chapter}{Abbreviations}
\chapter*{Abbreviations}
\begin{description}
    \item [\textbf{AI}] Artificial Intelligence
    \item [\textbf{AAII}] Affinity for AI Interaction
    \item [\textbf{ANOVA}] Analysis of Variance
    \item [\textbf{ATI}] Affinity for Technology Interaction
    \item [\textbf{AUROC}] Area Under the Receiver Operating Characteristics
    \item [\textbf{API}] Application Programming Interface
    \item [\textbf{CNN}] Convolutional Neural Network
    \item [\textbf{DNN}] Deep Neural Network
    \item [\textbf{DVT}] Deep Vein Thrombosis
    \item [\textbf{ESS}] Explanation Satisfaction Scale
    \item [\textbf{FOST}] Facets of System Trustworthiness
    \item [\textbf{GUI}] Graphical User Interface
    \item [\textbf{HCI}] Human-Computer-Interaction
    \item [\textbf{ML}] Machine Learning
    \item [\textbf{NASA-TLX}] NASA Task Load Index
    \item [\textbf{SIPA}] Subjective Information Processing Awareness
    \item [\textbf{XAI}] Explainable Artificial Intelligence
\end{description}
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\addcontentsline{toc}{chapter}{Glossary}
\chapter*{Glossary}
\begin{description}
    \item [\textbf{Analysis of Variance}] Collection of statistical models and their associated estimation procedures (such as the "variation" among and between groups) used to analyze the differences among means.
    \item [\textbf{Artificial Intelligence}] Systems that display intelligent behaviour by analyzing their environment and taking actions – with some degree of autonomy – to achieve specific goals.
    \item [\textbf{Affinity for Technology Interaction}] Tendency to actively engage in intensive technology interaction, as a key personal resource for coping with intelligent systems.
    \item [\textbf{Area Under the Receiver Operating Characteristics}] Important evaluation metric for checking any classification model’s performance.
    \item [\textbf{Black Box}] System which can be viewed in terms of its inputs and outputs (or transfer characteristics), without any knowledge of its internal workings.
    \item [\textbf{Convolutional Neural Network}] Convolutional neural networks are a class of artificial neural networks, most commonly used for processing structured arrays of data such as images..
    \item [\textbf{Deep Neural Network}] Deep neural networks are a powerful category of machine learning algorithms implemented by stacking layers of neural networks along the depth and width of smaller architectures.
    \item [\textbf{Deep Vein Thrombosis}] Deep vein thrombosis occurs when a blood clot forms in one or more of the deep veins in your body, usually in the legs.
    \item [\textbf{Explainable Artificial Intelligence}] Artificial intelligence in which the results of the solution can be understood by humans.
    \item [\textbf{Machine Learning}] Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.
\end{description}
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\addcontentsline{toc}{chapter}{Appendices}
\chapter*{Appendices}

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\addcontentsline{toc}{section}{Appendix A: DVD Contents}
\section*{Appendix A: DVD Contents}\label{appendix:dvd_contents}
The DVD contains the thesis, the application source code and evaluation data.
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\addcontentsline{toc}{section}{Appendix B: Interview Guideline}
\section*{Appendix B: Interview Guideline}\label{appendix:interview_guideline}
\includepdf[pages=-]{docs/Interviewleitfaden_v4.pdf}
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\addcontentsline{toc}{section}{Appendix C: Interaction Flowcharts}
\section*{Appendix C: Interaction Flowcharts}\label{appendix:interaction_flowcharts}
\begin{figure}[htbp]
    \centering
    \includegraphics[width=\textwidth]{img/figures/flowcharts/browse_train_data_for_chosen_class.png}
    \caption{Flowchart - Browse Training Data for a given Class}
    \label{figure:flowchart_browse_data}
\end{figure}
\begin{figure}[htbp]
    \centering
    \includegraphics[width=\textwidth]{img/figures/flowcharts/show_examples_limits.png}
    \caption{Flowchart - Show Examples of false positive / negative or low confidence}
    \label{figure:flowchart_show_examples_limits}
\end{figure}
\begin{figure}[htbp]
    \centering
    \includegraphics[width=\textwidth]{img/figures/flowcharts/show_similarities.png}
    \caption{Flowchart - Show Similarities}
    \label{figure:flowchart_show_similarities}
\end{figure}
\begin{figure}[htbp]
    \centering
    \includegraphics[width=\textwidth]{img/figures/flowcharts/group_data.png}
    \caption{Flowchart - Grouping of Data based on Similarities}
    \label{figure:flowchart_group_similarities}
\end{figure}
\begin{figure}[htbp]
    \centering
    \includegraphics[width=\textwidth]{img/figures/flowcharts/overview.png}
    \caption{Flowchart - Overview of General System Capabilities}
    \label{figure:flowchart_overview}
\end{figure}
\begin{figure}[htbp]
    \centering
    \includegraphics[width=\textwidth]{img/figures/flowcharts/written_explanations.png}
    \caption{Flowchart - Show Written Explanations via Templates}
    \label{figure:flowchart_written_explanations}
\end{figure}
\begin{figure}[htbp]
    \centering
    \includegraphics[width=\textwidth]{img/figures/flowcharts/experiment.png}
    \caption{Flowchart - Input-Output Experiment}
    \label{figure:flowchart_experiment}
\end{figure}
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\addcontentsline{toc}{section}{Appendix D: Evaluation Questionnaire}
\section*{Appendix D: Evaluation Questionnaire}\label{appendix:evaluation_questionnaire}
\includepdf[pages=-]{docs/evaluation_questionnaire.pdf}
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\addcontentsline{toc}{chapter}{Assertion under Oath}
\chapter*{Assertion under Oath}
I declare in lieu of an oath that I have written this paper independently and have used only the sources indicated.
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Lübeck, \today, \authorMA