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            <div style="float:left" id="CEURCCBY"></div>
            <span class="CEURVOLNR">Vol-XXX</span> <br>
            <span class="CEURURN">urn:nbn:de:0074-XXX-C</span>
            <p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; 2022 for
                the individual papers by the papers' authors.
                Copyright &copy; <span class="CEURPUBYEAR">2023</span> for the volume
                as a collection by its editors.
                This volume and its papers are published under the
                Creative Commons License Attribution 4.0 International
                <A HREF="https://creativecommons.org/licenses/by/4.0/">(<span class="CEURLIC">CC BY 4.0</span>)</A>.
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<h1><a href="https://lwda2022.de/"><span class="CEURVOLACRONYM">LWDA 2022</span></a><br>
    <span class="CEURVOLTITLE">Lernen, Wissen, Daten, Analysen 2022</span></h1>
<br>

<h3>
    <span class="CEURFULLTITLE">Proceedings of the LWDA 2021 Workshops: FGWM, FGKD, and FGDB</span>
</h3>
<h3><span class="CEURLOCTIME">Hildesheim (Germany), Oktober 5-7th, 2022</span>.</h3>
<br>
<b> Edited by </b>
<h3>
    <span class="CEURVOLEDITOR">Pascal Reuss</span> *<br>
    <span class="CEURVOLEDITOR">Viktor Eisenstadt</span> *<br>
    <span class="CEURVOLEDITOR">Jakob Schönborn</span> *<br>
    <span class="CEURVOLEDITOR">Jero Schäfer</span> **<br>
</h3>

* DFKI &amp; University of Hildesheim (Germany)<br>
** Goethe University of Frankfurt (Germany)<br>

<hr>

<br>

<div class="CEURTOC">
    <h2> Table of Contents </h2>

    <ul>
        <li id="xpreface">
            <A href="xpreface.pdf">Preface and Table of Contents</A><span class="CEURPAGES">1-2</span>
            <br>
        </li>
    </ul>

    <h3><span class="CEURSESSION">FGDB Workshop</span></h3>

    <ul>
        <li id="xdbpreface">
            <A href="xdbpreface.pdf">Preface</A><span class="CEURPAGES">3</span><BR>
        </li>

        <li id="db1804"><a href="DB-LWDA_2022_CRC_1804.pdf">
            <span class="CEURTITLE">OER Tools and Courses for Teaching Database Systems as Developed in the Project EILD.nrw</span></a>
            <span class="CEURPAGES">4-5</span> <br>
            <span class="CEURAUTHOR">Thomas C. Rakow</span>,
            <span class="CEURAUTHOR">Heide Faeskorn-Woyke</span>,
            <span class="CEURAUTHOR">Inga Marina Saatz</span>,
            <span class="CEURAUTHOR">Harm Knolle</span>
        </li>

        <li id="db3895"><a href="DB-LWDA_2022_CRC_3895.pdf">
            <span class="CEURTITLE">Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract]</span></a>
            <span class="CEURPAGES">6-7</span> <br>
            <span class="CEURAUTHOR">Bonaventura Del Monte</span>,
            <span class="CEURAUTHOR">Steffen Zeuch</span>,
            <span class="CEURAUTHOR">Tilmann Rabl</span>,
            <span class="CEURAUTHOR">Volker Markl</span>
        </li>

        <li id="7251"><a href="DB-LWDA_2022_CRC_7251.pdf">
            <span class="CEURTITLE">Hybrid Database Operations: Learned Operations for Seamless Querying of Textual and Tabular Data</span></a>
            <span class="CEURPAGES">8-11</span> <br>
            <span class="CEURAUTHOR">Matthias Urban</span>,
            <span class="CEURAUTHOR">Carsten Binnig</span>
        </li>

    </ul>

    <h3><span class="CEURSESSION">FGKD / KDML Workshop</span></h3>

    <ul>
        <li id="xkdmlpreface">
            <A href="xkdmlpreface.pdf">Preface</A><span class="CEURPAGES">12</span><BR>
        </li>

        <li id="kdml551"><a href="KDML-LWDA_2022_CRC_551.pdf">
            <span class="CEURTITLE">A Quantitative Human-Grounded Evaluation Process for Explainable Machine Learning</span></a>
            <span class="CEURPAGES">13-20</span> <br>
            <span class="CEURAUTHOR">Katharina Beckh</span>,
            <span class="CEURAUTHOR">Sebastian Müller</span>,
            <span class="CEURAUTHOR">Stefan Rüping</span>
        </li>

        <li id="kdml705"><a href="KDML-LWDA_2022_CRC_705.pdf">
            <span class="CEURTITLE">A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining</span></a>
            <span class="CEURPAGES">21-32</span> <br>
            <span class="CEURAUTHOR">Florian Seiffarth</span>,
            <span class="CEURAUTHOR">Tamás Horváth</span>,
            <span class="CEURAUTHOR">Stefan Wrobel</span>
        </li>

        <li id="kdml2265"><a href="KDML-LWDA_2022_CRC_2265.pdf">
            <span class="CEURTITLE">SancScreen: Towards a Real-world Dataset for Evaluating Explainability Methods</span></a>
            <span class="CEURPAGES">33-44</span> <br>
            <span class="CEURAUTHOR">Matthias Jakobs</span>,
            <span class="CEURAUTHOR">Helena Kotthaus</span>,
            <span class="CEURAUTHOR">Ines Röder</span>,
            <span class="CEURAUTHOR">Maximilian Baritz</span>
        </li>

        <li id="kdml2586"><a href="KDML-LWDA_2022_CRC_2586.pdf">
            <span class="CEURTITLE">ASDF-Dashboard: Automated Subgroup Detection and Fairness Analysis</span></a>
            <span class="CEURPAGES">45-56</span> <br>
            <span class="CEURAUTHOR">Jero Schäfer</span>,
            <span class="CEURAUTHOR">Lena Wiese</span>
        </li>

        <li id="kdml6193"><a href="KDML-LWDA_2022_CRC_6193.pdf">
            <span class="CEURTITLE">Matching Experts to Questions: A Comparison of Recommender Systems</span></a>
            <span class="CEURPAGES">57-66</span> <br>
            <span class="CEURAUTHOR">Robin Stenzel</span>,
            <span class="CEURAUTHOR">Max Lübbering</span>,
            <span class="CEURAUTHOR">Bilge Ulusay</span>,
            <span class="CEURAUTHOR">Daniel Uedelhoven</span>,
            <span class="CEURAUTHOR">Rafet Sifa</span>
        </li>

        <li id="kdml6875"><a href="KDML-LWDA_2022_CRC_6875.pdf">
            <span class="CEURTITLE">Intrinsic Analysis of Learned Representations in Encoder-Decoder Architectures</span></a>
            <span class="CEURPAGES">67-78</span> <br>
            <span class="CEURAUTHOR">Shashi Durbha</span>,
            <span class="CEURAUTHOR">Thomas Goerttler</span>,
            <span class="CEURAUTHOR">Eduardo Vellasques</span>,
            <span class="CEURAUTHOR">Jan Hendrik Stockemer</span>,
            <span class="CEURAUTHOR">Klaus Obermayer</span>
        </li>

        <li id="kdml8539"><a href="KDML-LWDA_2022_CRC_8539.pdf">
            <span class="CEURTITLE">Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs</span></a>
            <span class="CEURPAGES">79-90</span> <br>
            <span class="CEURAUTHOR">Jurgen O.D. van den Hoogen</span>,
            <span class="CEURAUTHOR">Stefan D. Bloemheuvel</span>,
            <span class="CEURAUTHOR">Martin Atzmueller</span>
        </li>

        <li id="kdml8977"><a href="KDML-LWDA_2022_CRC_8977.pdf">
            <span class="CEURTITLE">Check Mate: A Sanity Check for Trustworthy AI</span></a>
            <span class="CEURPAGES">91-103</span> <br>
            <span class="CEURAUTHOR">Sascha Mücke</span>,
            <span class="CEURAUTHOR">Lukas Pfahler</span>
        </li>

        <li id="kdml9736"><a href="KDML-LWDA_2022_CRC_9736.pdf">
            <span class="CEURTITLE">Towards Informed Pre-Training for Critical Error Detection in English-German</span></a>
            <span class="CEURPAGES">104-110</span> <br>
            <span class="CEURAUTHOR">Lisa Pucknat</span>,
            <span class="CEURAUTHOR">Maren Pielka</span>,
            <span class="CEURAUTHOR">Rafet Sifa</span>
        </li>
    </ul>


    <h3><span class="CEURSESSION">FGWM Workshop</span></h3>

    <ul>
        <li id="xwmpreface">
            <A href="xwmpreface.pdf">Preface</A><span class="CEURPAGES">111</span><BR>
        </li>

        <li id="wm654"><a href="WM-LWDA_2022_CRC_654.pdf">
            <span class="CEURTITLE">Machine Learning Algorithms for Cognitive and Autonomous BDI Agents</span></a>
            <span class="CEURPAGES">112-123</span> <br>
            <span class="CEURAUTHOR">Ömer Ibrahim Erduran</span>
        </li>

        <li id="wm1149"><a href="WM-LWDA_2022_CRC_1149.pdf">
            <span class="CEURTITLE">Specification and Validation of Quality Criteria for Git Repositories using RDF and SHACL</span></a>
            <span class="CEURPAGES">124-135</span> <br>
            <span class="CEURAUTHOR">Leon Martin</span>,
            <span class="CEURAUTHOR">Andreas Henrich</span>
        </li>

        <li id="wm1534"><a href="WM-LWDA_2022_CRC_1534.pdf">
            <span class="CEURTITLE">An Active Annotation Support System for Regulatory Documents</span></a>
            <span class="CEURPAGES">136-147</span> <br>
            <span class="CEURAUTHOR">Andreas Korger</span>,
            <span class="CEURAUTHOR">Joachim Baumeister</span>
        </li>

        <li id="wm2953"><a href="WM-LWDA_2022_CRC_2953.pdf">
            <span class="CEURTITLE">Guiding Users by Dynamically Generating Questions in a Chatbot System</span></a>
            <span class="CEURPAGES">148-160</span> <br>
            <span class="CEURAUTHOR">Jannis Pilgrim</span>,
            <span class="CEURAUTHOR">Jakob Kemmler</span>,
            <span class="CEURAUTHOR">Moritz Wassmer</span>,
            <span class="CEURAUTHOR">Silvio Echsle</span>,
            <span class="CEURAUTHOR">Andreas Lommatzsch</span>
        </li>

        <li id="wm4120"><a href="WM-LWDA_2022_CRC_4120.pdf">
            <span class="CEURTITLE">Towards Visual Explanations for Document Table Detection using Coarse Localization Maps</span></a>
            <span class="CEURPAGES">161-172</span> <br>
            <span class="CEURAUTHOR">Arnab Ghosh Chowdhury</span>,
            <span class="CEURAUTHOR">Martin Atzmueller</span>
        </li>

        <li id="wm4316"><a href="WM-LWDA_2022_CRC_4316.pdf">
            <span class="CEURTITLE">Testing Product Configuration Knowledge Bases Declaratively</span></a>
            <span class="CEURPAGES">173-186</span> <br>
            <span class="CEURAUTHOR">Konstantin Herud</span>,
            <span class="CEURAUTHOR">Joachim Baumeister</span>
        </li>

        <li id="wm4727"><a href="WM-LWDA_2022_CRC_4727.pdf">
            <span class="CEURTITLE">Providing Training Plans for Weight Training using CBR</span></a>
            <span class="CEURPAGES">187-198</span> <br>
            <span class="CEURAUTHOR">Alexander Weber</span>,
            <span class="CEURAUTHOR">Pascal Reuss</span>,
            <span class="CEURAUTHOR">Jobst-Julius Bartels</span>,
            <span class="CEURAUTHOR">Klaus-Dieter Althoff</span>
        </li>

        <li id="wm5103"><a href="WM-LWDA_2022_CRC_5103.pdf">
            <span class="CEURTITLE">Towards an Understanding of the Intention of University Members to Use Indoor Positioning Systems: A Unified Theory of Acceptance and Use Perspective</span></a>
            <span class="CEURPAGES">199-212</span> <br>
            <span class="CEURAUTHOR">Thomas Paetow</span>,
            <span class="CEURAUTHOR">Johannes Wichmann</span>,
            <span class="CEURAUTHOR">Hannes Reil</span>,
            <span class="CEURAUTHOR">Michael Leyer</span>
        </li>

        <li id="wm7142"><a href="WM-LWDA_2022_CRC_7142.pdf">
            <span class="CEURTITLE">Music Version Retrieval from YouTube: How to Formulate Effective Search Queries?</span></a>
            <span class="CEURPAGES">213-226</span> <br>
            <span class="CEURAUTHOR">Simon Hachmeier</span>,
            <span class="CEURAUTHOR">Robert Jäschke</span>,
            <span class="CEURAUTHOR">Hadi Saadatdoorabi</span>
        </li>

        <li id="wm8491"><a href="WM-LWDA_2022_CRC_8491.pdf">
            <span class="CEURTITLE">A Feasibility Study for the Semantification of Cyclic Compliance Knowledge Transfer between Multinational Organizations</span></a>
            <span class="CEURPAGES">227-233</span> <br>
            <span class="CEURAUTHOR">Nicole Looks</span>,
            <span class="CEURAUTHOR">Andreas Korger</span>
        </li>

        <li id="wm8769"><a href="WM-LWDA_2022_CRC_8769.pdf">
            <span class="CEURTITLE">An Approach to Profiler Detection of Cyber Attacks using Case-based Reasoning</span></a>
            <span class="CEURPAGES">234-245</span> <br>
            <span class="CEURAUTHOR">Marc Krüger</span>
        </li>

        <li id="wm8910"><a href="WM-LWDA_2022_CRC_8910.pdf">
            <span class="CEURTITLE">A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants</span></a>
            <span class="CEURPAGES">246-257</span> <br>
            <span class="CEURAUTHOR">Desiree Heim</span>,
            <span class="CEURAUTHOR">Christian Jilek</span>,
            <span class="CEURAUTHOR">Heiko Maus</span>,
            <span class="CEURAUTHOR">Andreas Dengel</span>
        </li>

        <li id="wm9388"><a href="WM-LWDA_2022_CRC_9388.pdf">
            <span class="CEURTITLE">Multi-Agent Case-Based Reasoning: a Network Intrusion Detection System</span></a>
            <span class="CEURPAGES">258-269</span> <br>
            <span class="CEURAUTHOR">Jakob Michael Schoenborn</span>,
            <span class="CEURAUTHOR">Klaus-Dieter Althoff</span>
        </li>
    </ul>
</div>


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