From 390db00d803e1bc013341d96ff9902e36a42502a Mon Sep 17 00:00:00 2001
From: Jonathan <schimpf@hab.de>
Date: Fri, 24 May 2024 10:10:37 +0200
Subject: [PATCH] wp modell v2 angelegt

---
 .../modell_v2/modell_2024_v2_0.pdf            | Bin 0 -> 435737 bytes
 .../modell_v2/modell_2024_v2_0.xml            | 862 ++++++++++++++++++
 .../modell_v2/modell_2024_v2_0_dc.xml         |  21 +
 3 files changed, 883 insertions(+)
 create mode 100644 WP_2022_002_glossar_v2/modell_v2/modell_2024_v2_0.pdf
 create mode 100644 WP_2022_002_glossar_v2/modell_v2/modell_2024_v2_0.xml
 create mode 100644 WP_2022_002_glossar_v2/modell_v2/modell_2024_v2_0_dc.xml

diff --git a/WP_2022_002_glossar_v2/modell_v2/modell_2024_v2_0.pdf b/WP_2022_002_glossar_v2/modell_v2/modell_2024_v2_0.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..cc5217b1cb5afe301edc123f1dc210fef8db19e9
GIT binary patch
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new file mode 100644
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+                            <title level="a">Modell</title>
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+                                    <idno type="orcid">0000-0003-0146-4264</idno>
+                                    <affiliation>Eidgenössische Technische Hochschule Zürich</affiliation>
+                                </persName>
+                            </respStmt>
+                            <idno type="doi">10.17175/wp_2023_009_v2</idno>
+                            <idno type="url">https://zfdg.de/wp_2023_009</idno>
+                            <date when="2023-05-25">25.05.2023</date>
+                            <date when="2024-05-16">16.05.2024</date>
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+                            <title level="j">Zeitschrift für digitale Geisteswissenschaften</title>
+                            <title level="m" type="main">Begriffe der Digital Humanities</title>
+                            <title level="m" type="sub">Ein diskursives Glossar</title>
+                            <idno type="doi">10.17175/wp_2023</idno>
+                            <idno type="ppn">183976709X</idno>
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+                    <term>Maschinelles Lernen<ref target="4193754-5"/></term>
+                    <term>Modell<ref target="4039798-1"/></term>
+                    <term>Statistische Schlussweise<ref target="4182963-3"/></term>
+                    <term>Terminologie<ref target="4059501-8"/></term>
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+            <change when="2024-05-16" n="2.0" status="published">
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+            </change>
+        </revisionDesc>
+    </teiHeader>
+    <text>
+        <body>
+            <div>
+                <div type="chapter">
+                    <ab><hi rend="bold">Synonyme und ähnliche Begriffe:</hi> Datenbank | Datenmodell | Inferenz | mathematische Formel | Repräsentation | Theorie | Visualisierung<lb/><hi rend="bold">Pendants in kontrollierten Vokabularen:</hi> Wikidata: <ref target="https://www.wikidata.org/entity/Q1979154">Q1979154</ref> | TaDiRAH: <ref target="https://vocabs.dariah.eu/tadirah/modeling">modeling</ref></ab>
+                </div>
+                <div type="chapter">
+                    <head>1. Begriffsdefinition</head>
+
+                    <p>Ein Modell lässt sich durch drei Merkmale beschreiben.<note type="footnote">Vgl. <ref type="bibliography" target="#stachowiak_modelltheorie_1973">Stachowiak 1973</ref>, S. 131–133.</note></p>
+                    <list type="unordered">
+                        <item>
+                            <hi rend="italic">Abbildungsmerkmal:</hi> Ein Modell ist eine Abbildung oder
+                            Repräsentation von einem Original.</item>
+                        <item>
+                            <hi rend="italic">Verkürzungsmerkmal:</hi> Ein Modell besitzt ausgewählte, aber nicht alle
+                            Merkmale des Originals; es ist eine Abstraktion des Originals.</item>
+                        <item>
+                            <hi rend="italic">Pragmatisches Merkmal:</hi> Ein Modell hat einen Verwendungszweck. Es wird
+                            von Modellierer*innen benutzt, um Fragestellungen über ein Objekt oder System zu beantworten.</item>
+                    </list>
+                </div>
+                <div type="chapter">
+                    <head>2. Begriffs- / Ideengeschichte</head>
+
+                    <figure>
+                        <graphic xml:id="modell_2023_001" url="Medien/modell_001_v2.png">
+                            <desc>
+                                <ref type="graphic" target="#abb1">Abb. 1</ref>: Etymologie des Modellbegriffs. Sprachen sind abgekürzt
+                                    (ide. (indo-europäisch), lat. (lateinisch), gr. (griechisch),
+                                    ital. (italienisch)). [Grafik: Ramona Roller 2024; Adaption von <ref type="bibliography" target="#favre_megamodelling_2006">Favre
+                                    2006</ref>]<ref type="graphic"
+                                        target="#modell_2023_001"/></desc>
+                        </graphic>
+                    </figure>
+                    <p>Ursprünglich stammt der Modellbegriff vom lateinischen ›modus‹ und dessen
+                        Diminutiv ›modulus‹ (vgl. <ref type="graphic" target="#modell_2023_001"
+                            >Abbildung 1</ref>). Hieraus entwickelte sich die spätlateinische
+                        Bezeichnung ›modellus‹, die in der Renaissance zum italienischen ›modello‹
+                        führte. Dieser Begriff wurde zunächst nur in der Architektur verwendet und
+                        bezeichnete dort eine Reihe von Entwurfsprinzipien.</p>
+                </div>
+                <div type="chapter">
+                    <head>3. Erläuterung</head>
+
+                    <div type="subchapter">
+                        <head>3.1 Mehrdeutigkeiten</head>
+
+                        <figure>
+                            <graphic xml:id="modell_2023_002" url="Medien/modell_002_v2.png">
+                                <desc>
+                                    <ref type="graphic" target="#abb2">Abb. 2</ref>: Mögliche Gliederung von Modelltypen nach
+                                    Funktionalität. [Grafik: Ramona Roller 2024]<ref type="graphic"
+                                        target="#modell_2023_002"/></desc>
+                            </graphic>
+                        </figure>
+                        <p>Heute wird der Modellbegriff auf vielfältige Weise verwendet und zeichnet sich – auch innerhalb der DH – durch eine große semantische Komplexität aus.<note type="footnote">Vgl. <ref type="bibliography" target="#achinstein_concepts_1968">Achinstein 1968</ref>, S. 203; <ref type="bibliography" target="#goodman_languages_1976">Goodman 1976</ref>, S. 171; <ref type="bibliography" target="#mccarty_modeling_2004">McCarty 2004</ref>, S. 257.</note> Zum einen dient Herbert Stachowiaks Modelldefinition (vereinfachte Abbildung eines Originals mit einem Verwendungszweck) als Grundlage für formale Modelle, welche im Mittelpunkt dieses Artikels stehen. Formale Modelle formalisieren Entitäten (z. B. Personen, Orte, Texte, archäologische Fundstücke) sowie deren Attribute (z. B. Alter, Inhalt) und Beziehungen (z. B. Freundschaft, geografische Distanz) aus der realen Welt durch Verwendung maschinell lesbarer Strukturen, wie z. B. mathematische Formeln oder Daten. Formale Modelle manifestieren sich in unterschiedlichen Modelltypen, welche sich in ihrer Form und Zielsetzung unterscheiden (vgl. <ref type="graphic" target="#modell_2023_002">Abbildung 2</ref>).</p>
+                        <p>Zum anderen wird Stachowiaks Modelldefinition durch Ansätze aus den DH und weiteren Disziplinen ergänzt. So stellt Clifford Geertz dem Stachowiak’schen Abbildungsmerkmal (›model of‹) ein Designmerkmal (›model for‹) gegenüber, mithilfe dessen ein Modell etwas Neues realisieren kann (z. B. architektonischer Bauplan).<note type="footnote">Vgl. <ref type="bibliography" target="#geertz_religion_1973">Geertz 1973</ref>, S. 93.</note> Willard McCarty vertieft Geertz’ Definition, indem er die Konstruktions- und Manipulationsmerkmale eines Modells betont und dieses von verwandten Begriffen abgrenzt (Idee, Analogie, Repräsentation, Diagramm und Karte).<note type="footnote">Vgl. <ref type="bibliography" target="#mccarty_modeling_2004">McCarty 2004</ref>, S. 254–265.</note></p>
+                        <p>→&#x00A0;<ref target="https://zfdg.de/wp_2023_013">Theorie</ref>geleitete Ansätze aus den DH und anderen Disziplinen erweitern den Modellbegriff. Im Gegensatz zu formalen Modellen haben theoriegeleitete Ansätze keinen Bezug zu Daten. In den DH werden theoriegeleitete Ansätze verwendet, um Denkstrukturen zu formalisieren, wie z. B. die Periodisierung von Geschichte oder die Interpretation von Texten (Hermeneutik).<note type="footnote">Vgl. <ref type="bibliography" target="#leff_models_2013">Leff 2013</ref>.</note> Oft werden diese theoriegeleiteten Ansätze auch als Modelle bezeichnet, was zu begrifflichen Unschärfen und Missverständnissen führen kann, insbesondere bei der Abgrenzung von konzeptionellen Datenmodellen (vgl. <ref type="graphic" target="#modell_2023_002">Abbildung 2</ref>). Die Modelltheorie, ein Bereich der Logik, befasst sich mit der Interpretation von Sprache.<note type="footnote">Vgl. <ref type="bibliography" target="#tarski_contributions_1954">Tarski 1954</ref>; <ref type="bibliography" target="#hodges_model_theory_1993">Hodges 1993</ref>; <ref type="bibliography" target="#chang_model_theory_1990">Chang / Keisler 1990</ref>; <ref type="bibliography" target="#marker_model_theory_2002">Marker 2002</ref>; <ref type="bibliography" target="#baldwin_model_theory_2018">Baldwin 2018</ref>.</note> Modelle definieren Regeln, nach denen Sätze als wahr oder falsch gekennzeichnet werden, und die Theorie beschreibt die Beziehung zwischen diesen Modellen.</p>
+                        <list type="unordered">
+                            <item>
+                                <term type="dh">Materielle Modelle</term> sind Gegenstände in der
+                                analogen Welt, die haptisch erfahrbar sind und Objekte oder Systeme
+                                repräsentieren (z. B. gedruckte Landkarte, Bozzetto eines Bildhauers
+                                oder einer Bildhauerin, Gebäude im verkleinerten Maßstab). <term
+                                    type="dh">Formale Modelle</term> sind abstrakte, maschinell lesbare Repräsentationen von Objekten und Systemen (z. B. Datenbank, mathematische Formel,
+                                Fortschreibungsregel).</item>
+                            <item>
+                                <term type="dh">Abbildende Modelle</term> stellen Objekte oder
+                                Systeme räumlich am Computer dar. Beispiele umfassen 3D-Modelle für
+                                Gebäude oder Proteine, digitale Kopien von Gemälden und Netzwerke.
+                                Ziel des Modells ist es, Funktionsweisen und Perspektiven zu zeigen,
+                                die am realen Objekt aus Gründen der Zugänglichkeit (z. B. zerstörte
+                                Gebäude) oder der Sichtbarkeit (z. B. Mikroorganismen) nicht möglich
+                                sind.</item>
+                            <item>
+                                <term type="dh">Datenmodelle</term> beschreiben, wie →&#x00A0;<ref target="https://zfdg.de/wp_2023_003">Daten</ref> organisiert und gespeichert werden. Sie standardisieren die
+                                Informationen über und die Verbindungen zwischen Datenelementen.
+                                Ziel des Modells ist es, diese Informationen für Suchabfragen zu nutzen, um sie in visuellen oder mathematischen Analysen weiterverarbeiten zu können. Verbindungen zwischen
+                                Datenelementen werden konzeptionell in einem <term type="dh"
+                                    >Entity-Relationship-Diagramm</term> dargestellt,<note
+                                    type="footnote">Vgl. 
+                                        <ref type="bibliography" target="#jannidis_humanities_2019">Jannidis et al. (Hg.) 2019</ref>, S. 103.</note>
+                                welches dann auf der Struktur einer bestimmten Datenbank abgebildet
+                                    wird.<note type="footnote">Vgl. für eine Übersicht von
+                                        Datenbanktypen: <ref type="bibliography" target="#foster_databases_2021">Foster / Heus 2020</ref>; <ref type="bibliography" target="#geisler_datenbanken_2014">Geisler 2014</ref>; 
+                                        <ref type="bibliography" target="#jouili_comparison_2013">Jouili /
+                                    Vansteenberghe 2013</ref>; 
+                                        <ref type="bibliography" target="#meier_sql_2019">Meier / Kaufmann 2019</ref>, S. 201–218.</note>
+                            </item>
+                            <item>
+                                <term type="dh">Mathematische Modelle</term> beschreiben ein System
+                                mithilfe mathematischer Gleichungen. Im Gegensatz zu Datenmodellen, in denen lediglich neue Verknüpfungen zwischen vorhandenen Daten erstellt
+                                werden, werden jene Daten im mathematischen Modell verwendet, um
+                                neue Werte zu berechnen. Desweiteren werden messbare Charakteristika
+                                im mathematischen Modell durch Wahrscheinlichkeitsverteilungen
+                                    (<term type="dh">Zufallsvariablen</term>) beschrieben. Dieser
+                                Artikel klassifiziert mathematische Modelle nach ihrer Funktion in
+                                Modelle des maschinellen Lernens, statistische Modelle und
+                                rechnergestützte Modelle.<note type="footnote">Weitere etablierte
+                                    Klassifizierungen unterscheiden Modelle nach anderen Funktionen
+                                    (diskriminativ – generativ), Lernverfahren (überwacht –
+                                    unüberwacht), Wahrscheinlichkeitsverteilung der Zufallsvariablen
+                                    (parametrisch – nicht-parametrisch) und Modellergebnis
+                                    (deterministisch – probabilistisch).</note>
+                            </item>
+                            <item>
+                                <term type="dh">Statistische Modelle</term> beschreiben die
+                                mathematische Beziehung zwischen einer oder mehreren
+                                Zufallsvariablen (vgl. mathematische Modelle) und weiteren
+                                Variablen. Zum Beispiel kann ein statistisches Modell beschreiben,
+                                wie Kooperationsbereitschaft mit Herrschaftsstrukturen
+                                zusammenhängt. Bekannte Modelle umfassen <term type="dh"
+                                    >Regressionen</term>, <term type="dh"
+                                    >Event-History-Modelle</term> und <term type="dh"
+                                >t-Tests</term>. Das Hauptziel ist es, zu erklären, wie Daten
+                                zustande kommen (<term type="dh"
+                                    >Datengenerierungsprozess</term>),<note type="footnote">Vgl.
+                                        <ref type="bibliography" target="#bzdok_statistics_2018">Bzdok et al. 2018</ref>.</note> 
+                                wobei Rückschlüsse von der
+                                Datenstichprobe auf die Gesamtpopulation gezogen werden (<term type="dh">Inferenz</term>).
+                                Statistische Modelle sind für Datensätze mit wenigen dutzend
+                                Variablen konzipiert, treffen Annahmen über die Zufallsvariablen und
+                                quantifizieren Unsicherheiten im Modellergebnis (<term type="dh">Konfidenzintervall</term>, <term type="dh">p-Wert</term>).</item>
+                            <item>
+                                <term type="dh">Modelle des maschinellen Lernens</term> (ML-Modelle)
+                                sind eine Klasse von Lernalgorithmen, die generalisierbare Muster in
+                                Daten erkennen. Zum Beispiel können Datenpunkte aufgrund ihrer
+                                Attribute in Gruppen eingeteilt werden. Bekannte ML-Modelle umfassen
+                                    <term type="dh">Random Forest</term>, <term type="dh">Neuronale
+                                    Netze</term> und <term type="dh">Support Vector Machines</term>.
+                                Das Hauptziel ist die Vorhersage nicht-observierter Daten, wie beispielsweise fehlender Briefverbindungen oder beschädigter Teile eines Gemäldes, sowie die Gruppierung ähnlicher Datenpunkte, z. B. Genrekategorien von Romanen. ML-Modelle sind für Datensätze mit Tausenden oder Millionen
+                                Variablen konzipiert und machen keine Annahmen über den
+                                Datengenerierunsgprozess.</item>
+                            <item>
+                                <term type="dh">Rechnergestützte Modelle</term> beschreiben ein
+                                System über die Zeit, wobei einzelne Zeitschritte hintereinander
+                                berechnet werden (numerische Lösung), anstatt direkt durch eine
+                                geschlossene Funktion (analytische Lösung).<note type="footnote">In
+                                    der numerischen Lösung verwendet das Modell den Zustand des
+                                    Systems zum Zeitpunkt t, um den Zustand zum nächsten Zeitpunkt t
+                                    + 1 zu berechnen. In der analytischen Lösung kann das Modell
+                                    direkt den Zustand zum Zeitpunkt t + 1 mit einer Funktion
+                                    berechnen, ohne die vorherigen Zustände zu kennen.</note> Zum
+                                Beispiel kann solch ein Modell berechnen, wie sich Veränderungen in
+                                der Vegetation über die Zeit auf das Siedlungsverhalten von Menschen
+                                auswirken. Hauptziel ist es nicht nur, Zufallsvariablen zu
+                                identifizieren, die ein Systemverhalten verursachen (vgl. statistische Modelle), sondern auch den Mechanismus zu verstehen,
+                                wie dieses Verhalten zustande kommt.</item>
+                        </list>
+                    </div>
+                    <div type="subchapter">
+                        <head>3.2 Differenzen der Begriffsverwendung</head>
+<p>
+                        <list type="unordered">
+                            <item><hi rend="italic">Architektur- und Kunstgeschichte:</hi> Hier werden hauptsächlich abbildende Modelle verwendet, um konkrete Einzelobjekte darzustellen. Ziel ist es, diese Einzelobjekte differenziert zu beschreiben und fiktive Szenarien an ihnen durchzuspielen (Hypothesen zu testen), zum Beispiel, um die mögliche Nutzung hinsichtlich räumlicher Verhältnisse zu testen.<note type="footnote">Vgl. <ref type="bibliography" target="#schelbert_modell_2019">Schelbert 2019, S. 141</ref>.</note> Abbildende Modelle können auf zwei Arten entstehen: als ›gebaute‹ Modelle mit ausgewählten Vektorelementen ähnlich einer Vektorgrafik, oder als ›gescannte‹ Modelle mit zunächst bedeutungslosen Messpunkten ähnlich einer Rastergrafik, die jeweils den Bereichen der Rekonstruktion bzw. Digitalisierung zugeordnet werden.</item>
+                            <item><hi rend="italic">Literatur- und Sprachwissenschaften:</hi> Hier werden hauptsächlich
+                                Modelle des maschinellen Lernens (ML-Modelle) für <term type="dh"
+                                    >Natural Language Processing</term> (NLP) und <term type="dh"
+                                    >Text Mining</term> (TM) verwendet.<note type="footnote">Natural Language Processing erfasst den Inhalt von Sprache,
+                                    wohingegen Text Mining deren Struktur identifiziert.</note> Im
+                                NLP werden Wörter u. a. als numerische Vektoren, sogenannte <term type="dh">Word Embeddings</term>,<note type="footnote">Vgl. <ref type="bibliography" target="#jurafsky_speech_2009">Jurafsky / Martin 2009</ref>, Kapitel 6.</note> dargestellt, die den Verwendungskontext eines Wortes mitberücksichtigen.<note type="footnote">Darüber hinaus gibt es Embeddings auch auf der Sub-Wort Ebene.</note> Oft werden diese Embeddings als <term type="dh">pre-processing step</term> für weitere Analysen erstellt.<note type="footnote">Vgl. <ref type="bibliography" target="#garg_word_2018">Garg et al. 2018</ref>; <ref type="bibliography" target="#grayson_novel_2016">Grayson et al. 2016</ref>; <ref type="bibliography" target="#kozlowski_meanings_2019">Kozlowski et al. 2019</ref>.</note> Etablierte Modelle umfassen Word2Vec<note type="footnote"><ref type="bibliography" target="#mikolov_representations_2013">Mikolov et al. 2013</ref>.</note>, GloVe<note type="footnote"><ref type="bibliography" target="#pennington_glove_2014">Pennington et al. 2014</ref>.</note> und BERT und dessen anwendungsspezifische Varianten,<note type="footnote"><ref type="bibliography" target="#devlin_bert_2019">Devlin et al. 2019</ref>.</note> aber auch <term type="dh">Large Language Models</term><note type="footnote">Vgl. <ref type="bibliography" target="#naveed_overview_2023-2024">Naveed et al. 2023–2024</ref>.</note> wie GPT<note type="footnote">Vgl. <ref type="bibliography" target="#openai_gpt-4_2023-2024">OpenAI 2023–2024</ref>.</note> oder Google Gemini (vormals Bard)<note type="footnote">Vgl. <ref type="bibliography" target="#thoppilan_lamda_2022">Thoppilan et al. 2022</ref>; <ref type="bibliography" target="#chowdhery_palm_2023">Chowdhery et al. 2023</ref>.</note>. TM nutzt Worthäufigkeiten und Korrelationen zwischen Wörtern, um die Struktur von Texten zu erfassen und daraus Informationen zu extrahieren. Die Anwendungsbereiche umfassen Klassifizierung und Clustering von Wortmustern,<note type="footnote">Vgl. <ref type="bibliography" target="#jockers_text_2016">Jockers / Underwood
+                                    2016</ref>.</note> welche zur Identifikation von Emotionen,<note type="footnote">Vgl. <ref type="bibliography" target="#kim_survey_2019">Kim / Klinger 2019</ref>; <ref type="bibliography" target="#kleres_emotions_2011">Kleres 2011</ref>; <ref type="bibliography" target="#mohammad_time_2012">Mohammad 2012</ref>; <ref type="bibliography" target="#zehe_prediction_2016">Zehe et al. 2016</ref>.</note> Genres,<note type="footnote">Vgl. <ref type="bibliography" target="#schoech_topic_2017">Schöch 2017</ref>; 
+                                                <ref type="bibliography" target="#underwood_life_2016">Underwood 2016</ref>.</note> Figuren<note
+                                                    type="footnote">Vgl. 
+                                                    <ref type="bibliography" target="#bamman_effects_2014">Bamman et al. 2014</ref>.</note> und Themen<note
+                                    type="footnote">Vgl. 
+                                                        <ref type="bibliography" target="#barron_individuals_2018">Barron et al. 2018</ref>; 
+                                                            <ref type="bibliography" target="#goldstone_transformations_2014">Goldstone / Underwood
+                                                                2014</ref>; 
+                                                        <ref type="bibliography" target="#navarro_poetic_2018">Navarro-Colorado 2018</ref>.</note> verwendet werden.<note
+                                    type="footnote">Diese Anwendungsbereiche sind besser bekannt
+                                    unter ihren englischen Bezeichnungen ›sentiment analysis‹,
+                                    ›genre modeling‹, ›character modeling‹ und ›topic
+                                    modeling‹.</note> Abbildende Modelle finden in Form von Figurennetzwerken breite Anwendung.<note type="footnote">Vgl. 
+                                    <ref type="bibliography" target="#chen_cluster_2019">Chen
+                                    et al. 2019</ref>; 
+                                    <ref type="bibliography" target="#labatut_extraction_2019">Labatut / Bost 2019</ref>; <ref type="bibliography" target="#lee_story_2020">Lee / Jung 2020</ref>.</note>
+                            </item>
+                            <item><hi rend="italic">Musik- und Filmwissenschaften:</hi> Hier werden hauptsächlich
+                                ML-Modelle zu generativen Zwecken und für <term type="dh"
+                                    >Music</term> und <term type="dh">Image Mining</term> verwendet.
+                                Generative Modelle, vor allem <term type="dh">Deep Neural Networks</term>, erzeugen neue Musik<note type="footnote">Vgl.
+                                        <ref type="bibliography" target="#carnovalini_music_2020">Carnovalini / Rodà 2020</ref>; 
+                                        <ref type="bibliography" target="#hadjeres_deepbach_2017">Hadjeres et al. 2017</ref>; 
+                                        <ref type="bibliography" target="#herremans_morpheus_2019">Herremans / Chew
+                                            2019</ref>; <ref type="bibliography" target="#lattner_imposing_2018">Lattner et al. 2018</ref>; <ref type="bibliography" target="#mao_deeepj_2018">Mao et al. 2018</ref>.</note> oder
+                                transkribieren Audiospuren zu Musiknoten.<note type="footnote">Vgl.
+                                    <ref type="bibliography" target="#boulanger_dependencies_2012">Boulanger-Lewandowski et al. 2012</ref>.</note> Modelle des Music und Image Minings erfassen Strukturen im Ton- und Filmmaterial und
+                                werden zur Identifizierung von Komponist*innen,<note type="footnote">Vgl. <ref type="bibliography" target="#hajj_composer_2018">Hajj et al. 2018</ref>; 
+                                    <ref type="bibliography" target="#pollastri_classification_2011">Pollastri / Simoncelli 2001</ref>.</note>
+                                Stilen,<note type="footnote">Vgl. <ref type="bibliography" target="#byszuk_voices_2020">Byszuk 2020</ref>; 
+                                    <ref type="bibliography" target="#holobut_stylometry_2020">Hołobut / Rybicki
+                                        2020</ref>; <ref type="bibliography" target="#hoernel_structure_1998">Hörnel / Menzel 1998</ref>.</note> Instrumenten,<note
+                                        type="footnote">Vgl. <ref type="bibliography" target="#diment_instrument_2013">Diment et al. 2013</ref>; 
+                                            <ref type="bibliography" target="#lostanlen_milestone_2018">Lostanlen et al. 2018</ref>;
+                                        <ref type="bibliography" target="#solanki_music_2022">Solanki / Pandey 2022</ref>.</note> Genres,<note type="footnote">Vgl.
+                                            <ref type="bibliography" target="#carlson_dance_2020">Carlson et al. 2020</ref>.</note> Farben<note type="footnote">Vgl.
+                                                <ref type="bibliography" target="#burghardt_lengths_2016">Burghardt et al. 2016</ref>; <ref type="bibliography" target="#flueckiger_color_2021">Flückiger 2021</ref>.</note> und
+                                    Bewegungen<note type="footnote">Vgl. 
+                                        <ref type="bibliography" target="#arpatzoglou_dancemoves_2021">Arpatzoglou et al. 2021</ref>;
+                                        <ref type="bibliography" target="#cao_realtime_2021">Cao et al. 2021</ref>; 
+                                        <ref type="bibliography" target="#fang_rmpe_2017">Fang et al. 2017</ref>; 
+                                        <ref type="bibliography" target="#sun_resolution_2019">Sun et al. 2019</ref>.</note>
+                                verwendet. In den Filmwissenschaften haben diese Analysen zu
+                                komplexen Datenmodellen geführt, die zum Beispiel Körperhaltungen
+                                mit numerischen Vektoren repräsentieren und somit Haltungen
+                                miteinander vergleichen können.<note type="footnote">Vgl. 
+                                    <ref type="bibliography" target="#bakels_analysis_2020">Bakels et
+                                        al. 2020</ref>; <ref type="bibliography" target="#cao_realtime_2021">Cao et al. 2021</ref>.</note>
+                            </item>
+                            <item><hi rend="italic">Geschichtswissenschaft und Archäologie:</hi> Hier werden hauptsächlich
+                                statistische und rechnergestützte Modelle verwendet. Erstere dienen
+                                dazu, soziale, politische und ökonomische Zusammenhänge in
+                                vergangenen Gesellschaften zu beschreiben. Beispiele umfassen lineare
+                                und logistische Regressionen<note type="footnote">Vgl. 
+                                    <ref type="bibliography" target="#becker_religion_2019">Becker /
+                                        Pascali 2019</ref>; <ref type="bibliography" target="#cantoni_competition_2018">Cantoni et al. 2018</ref>; <ref type="bibliography" target="#crabtree_media_2018">Crabtree et al. 2018</ref>;
+                                    <ref type="bibliography" target="#uribe_exploration_2019">Uribe-Castro 2019</ref>; 
+                                    <ref type="bibliography" target="#wurpts_diffusion_2018">Wurpts et al. 2018</ref>.</note> sowie
+                                Event-History-Modelle.<note type="footnote">Vgl. <ref type="bibliography" target="#andrews_dynamics_2006">Andrews / Biggs 2006</ref>; <ref type="bibliography" target="#chaves_women_1996">Chaves 1996</ref>.</note> Rechnergestützte Modelle dienen dazu,
+                                Hypothesen über geschichtliche Prozesse und Ereignisse zu testen,
+                                manchmal auch in einem kontrafaktischen Szenario.<note type="footnote">Ein kontrafaktisches Szenario ist eine hypothetische Situation oder Handlung, die sich von der tatsächlichen Vergangenheit unterscheidet. Es basiert auf der Annahme, dass etwas anderes als das, was wirklich passiert ist, geschehen wäre, und erkundet die potenziellen Auswirkungen dieser alternativen Realität. Zum Beispiel analysieren <ref type="bibliography" target="#fogel_consent_1994">Fogel 1994</ref> und <ref type="bibliography" target="#bunzl_history_2004">Bunzl 2004</ref> die Frage, was mit der Sklaverei (in den amerikanischen Südstaaten) passiert wäre, wenn manche Ereignisse vom realen Geschichtsverlauf abgewichen wären.</note> Beispiele umfassen partielle Differentialgleichungen zur Erforschung von
+                                Landnutzungsänderungen<note type="footnote">Vgl. <ref type="bibliography" target="#hurtt_history_2006">Hurtt et al.
+                                    2006</ref>; 
+                                    <ref type="bibliography" target="#pongratz_reconstruction_2008">Pongratz et al. 2008</ref>; 
+                                    <ref type="bibliography" target="#yu_reconstructing_2012">Yu et al. 2012</ref>.</note> und
+                                agentenbasierte Modelle zur →&#x00A0;<ref target="https://zfdg.de/wp_2023_011">Simulation</ref> prähistorischer Kulturen<note
+                                    type="footnote">Vgl. <ref type="bibliography" target="#axtell_population_2002">Axtell et al. 2002</ref>; <ref type="bibliography" target="#chliaoutakis_agent_2016">Chliaoutakis /
+                                        Chalkiadakis 2016</ref>; <ref type="bibliography" target="#chliaoutakis_agent_2020">Chliaoutakis /
+                                            Chalkiadakis 2020</ref>; <ref type="bibliography" target="#griffin_agent_2007">Griffin / Stanish 2007</ref>; 
+                                        <ref type="bibliography" target="#macmillan_agent_2008">Macmillan /
+                                    Huang 2008</ref>.</note> und Kriegsverläufe.<note type="footnote">Vgl.
+                                        <ref type="bibliography" target="#campillo_archaeologists_2012">Rubio Campillo et al. 2012</ref>; <ref type="bibliography" target="#trautteur_agent_2003">Trautteur / Virgilio 2003</ref>.</note> Abbildende Modelle kommen vor allem als Netzwerke vor.<note
+                                    type="footnote">Vgl. <ref type="bibliography" target="#czachesz_minds_2011">Czachesz / Biró (Hg.) 2011</ref>; <ref type="bibliography" target="#duling_network_2013">Duling 2013</ref>;
+                                    <ref type="bibliography" target="#duering_handbuch_2016">Düring et al. (Hg.) 2016</ref>; <ref type="bibliography" target="#gamper_knoten_2015">Gamper et al. (Hg.) 2015</ref>; 
+                                    <ref type="bibliography" target="#stark_rise_1996">Stark
+                                    1996</ref>.</note>
+                            </item>
+                        </list>
+</p>
+                    </div>
+                </div>
+                <div type="chapter">
+                    <head>4. Kontroversen</head>
+
+                    <div type="subchapter">
+                        <head>4.1 Standardisierung von Datenmodellen</head>
+
+                        <p>Um Datenmodelle unterschiedlichster Projekte miteinander zu verknüpfen,
+                            müssen Daten auf eine standardisierte Weise gespeichert werden.
+                            Kontroversen entzünden sich an den Fragen, ob Standards in
+                            DH-Datenmodellen überhaupt umsetzbar sind,<note type="footnote">Vgl.
+                                <ref type="bibliography" target="#jannidis_humanities_2019">Jannidis et al. (Hg.) 2019</ref>, S. 247.</note> wie diese aussehen
+                            sollen<note type="footnote">Vgl. <ref type="bibliography" target="#schelbert_modell_2019">Schelbert 2019</ref>, S. 145–146.</note>
+                            und wer sie entwickelt und wartet.<note type="footnote">Beispielsweise sind die vom Konsortium der Text Encoding Initiative (TEI) veröffentlichten <ref type="bibliography" target="#tei_guidelines_2023">Guidelines</ref> ein wichtiger Schritt für die Standardisierung bei der Textannotation.</note></p>
+                    </div>
+                    <div type="subchapter">
+                        <head>4.2 Qualitätsanforderungen an Datenmodelle</head>
+
+                        <p>Die DH stellen disziplinspezifische Anforderungen an Datenmodelle, wie
+                            zum Beispiel die Abbildung von Historizität, Unschärfe und subjektiven
+                            Entscheidungen, sowie die langfristige Verfügbarkeit der Modelle.
+                            Kontroversen entzünden sich an der Frage, wie diese Anforderungen in der
+                            Praxis umzusetzen sind, insbesondere bei eingeschränkter Datenverfügbarkeit.<note type="footnote">Vgl. <ref type="bibliography" target="#jannidis_humanities_2019">Jannidis et al. (Hg.) 2019</ref>, S. 106–107.</note>
+                        </p>
+                    </div>
+                    <div type="subchapter">
+                        <head>4.3 Interpretierbarkeit von mathematischen Modellen</head>
+
+                        <p>Modelle des maschinellen Lernens (ML) werden oft auch als <term type="dh"
+                                >Black-Box-Modelle</term> bezeichnet, da der Mechanismus, nach dem
+                            das Modell Eingabedaten in Ergebnisse umwandelt, nicht verständlich ist, was die
+                            Interpretierbarkeit einschränkt. Kontroversen entzünden sich an der
+                            genauen Definition von Interpretierbarkeit<note type="footnote">Vgl.
+                                <ref type="bibliography" target="#caruana_models_2015">Caruana et al. 2015</ref>; 
+                                <ref type="bibliography" target="#goodman_union_2017">Goodman / Flaxman 2017</ref>; 
+                                <ref type="bibliography" target="#huysmans_evaluation_2011">Huysmans et al. 2011</ref>;
+                                <ref type="bibliography" target="#kim_ibcm_2015">Kim et al. 2015</ref>; 
+                                <ref type="bibliography" target="#liu_study_2005">Liu et al. 2005</ref>; 
+                                <ref type="bibliography" target="#ribeiro_trust_2016">Ribeiro et al. 2016</ref>.</note> und
+                            der Frage, ob sich eine verbesserte Interpretierbarkeit überhaupt lohnt.
+                            Letztere basiert auf einem inzwischen widerlegten Zielkonflikt zwischen
+                            Interpretierbarkeit und Genauigkeit: Beide Konzepte können demnach nicht gleichzeitig optimiert werden und Interpretierbarkeit und Genauigkeit werden fälschlicherweise jeweils
+                            statistischen und ML-Modellen zugeschrieben.<note type="footnote"
+                                > Vgl. <ref type="bibliography" target="#hand_technology_2006">Hand 2006</ref>; 
+                                <ref type="bibliography" target="#lipton_mythos_2016">Lipton 2016–2017</ref>; 
+                                <ref type="bibliography" target="#lipton_data_2016">Lipton et al. 2016</ref>; 
+                                <ref type="bibliography" target="#tollenaar_method_2013">Tollenaar /
+                                van der Heijden 2013</ref>; 
+                                <ref type="bibliography" target="#zeng_classification_2017">Zeng et al. 2017</ref>.</note>
+                        </p>
+                    </div>
+                    <div type="subchapter">
+                        <head>4.4 Evaluation von abbildenden Modellen</head>
+
+                        <p>Die Evaluation eines Modells bewertet, wie gut das Modell ist, wobei die
+                            Defintion von ›gut‹ vom spezifischen Anwendungsfall abhängt. Während die
+                            Evaluation statistischer und ML-Modelle bereits standardisiert ist,<note
+                                type="footnote">Evaluationsmaße für statistische Modelle honorieren generell die Anpassungsgüte (englisch <term type="dh">goodness of fit</term>, d. h. wie gut ein Modell observierte Daten erklärt) und sanktionieren eine große Komplexität (Anzahl der
+                                Zufallsvariablen), z. B. <term type="dh">Akaike Information
+                                    Criterion</term>, <term type="dh">Bayes Information Criterion</term>, <term type="dh">angepasster
+                                    Determinationskoeffizient</term> (englisch <term type="dh">adjusted R2</term>). Evaluationsmaße für ML-Modelle wiederum
+                                bestrafen Komplexität gewöhnlich nicht und evaluieren nur die
+                                Anpassungsgüte, also wie häufig die Modellvorhersagen stimmen
+                                (etablierte Maße umfassen u. a. <term type="dh">ROC-Kurve</term>,
+                                <term type="dh">Genauigkeit / accuracy</term>, <term type="dh">Sensitivität / sensitivity</term>, <term type="dh">Vorhersagewert / precision</term> und <term type="dh">Trefferquote / recall</term>).</note> hat sich zum Beispiel bei Netzwerkmodellen noch keine
+                            Evaluationsmethode etabliert.<note type="footnote">Ein weit verbreitetes Evaluationsmaß in der Netzwerkanalyse ist die <term type="dh">Ground-Truth-Validierung</term>. Ground Truth sind Informationen, die den vermuteten ›echten Wert‹ eines untersuchten Konzepts für Dinge wie Netzwerkknoten darstellen sollen. Zum Beispiel kann Romanen ein Genre zugeordnet werden. Werden Romane in einem Netzwerk dargestellt, z. B. als Knoten, die durch Ko-Autor*innenschaft miteinander verbunden sind, können mithilfe von Netzwerkanalyse Informationen über die Romane inferiert werden. Diese Informationen werden dann mit der Ground Truth abgeglichen. Zum Beispiel können Knoten mithilfe eines <term type="dh">Community-Detection-Algorithmus</term> in Gruppen unterteilt werden. Die Gruppen werden mit den Genrebezeichnungen der Romane, also der Ground Truth, abgeglichen. Stimmen die beiden Klassifizierungen überein, schlussfolgern wir, dass der Community-Detection-Algorithmus ein gutes Modell darstellt, um Genres von Romanen zu identifizieren. Allerdings ist die Ground-Truth-Validierung fehleranfällig (vgl. <ref type="bibliography" target="#peel_ground_2017">Peel et al. 2017</ref>).</note></p>
+                    </div>
+                </div>
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+                </listBibl>
+            </div>
+            <div type="abbildungsnachweis">
+                    <head>Abbildungsverzeichnis</head>
+                    <desc type="graphic" xml:id="abb1">Etymologie des Modellbegriffs. Sprachen sind abgekürzt
+                        (ide. (indo-europäisch), lat. (lateinisch), gr. (griechisch),
+                        ital. (italienisch)). [Grafik: Ramona Roller 2024; Adaption von <ref type="bibliography" target="#favre_megamodelling_2006">Favre
+                        2006</ref>]<ref type="graphic" target="#modell_2023_001"/></desc>
+                    <desc type="graphic" xml:id="abb2">Mögliche Gliederung von Modelltypen nach
+                        Funktionalität. [Grafik: Ramona Roller 2024]<ref type="graphic" target="#modell_2023_002"/></desc>
+                </div>
+            </div>
+        </body>
+    </text>
+</TEI>
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new file mode 100644
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+      <dcterms:accessRights>CC-BY-SA 4.0</dcterms:accessRights>
+      <dc:identifier>https://zfdg.de/wp_2023_009</dc:identifier>
+      <dcterms:isPartOf>10.17175/wp_2023</dcterms:isPartOf>
+      <dc:creator>Ramona Roller</dc:creator>
+   </record>
+</record>
+    
-- 
GitLab