matt erlin , washington university in st. louis

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The Location of Literary History: Topic Modeling, Network Analysis, and the German Novel, 1731-1864 Matt Erlin, Washington University in St. Louis 1

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The Location of Literary History: Topic Modeling, Network Analysis, and the German Novel, 1731-1864. Matt Erlin , Washington University in St. Louis. A rticles in The German Quarterly 2004-2011. Goethe’s Werther as a collection of topics. Inferring topic structure from documents. - PowerPoint PPT Presentation

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Page 1: Matt  Erlin , Washington University in St. Louis

The Location of Literary History:

Topic Modeling, Network Analysis, and the German Novel, 1731-1864

Matt Erlin, Washington University in St. Louis1

Page 2: Matt  Erlin , Washington University in St. Louis

Articles in The German Quarterly 2004-2011

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71%

15%

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1 Author_Text 2 Authors 3+ Authors_Theory

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Goethe’s Werther as a collection of topics

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Inferring topic structure from documents

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Example topics from the corpus

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More example topics from the corpus

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Topics that demand interpretation

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Literary Networks, 1731-1864

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Two-mode network for Jean Paul

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What’s so special about Jean Paul?

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Goethe’s Werther effect

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Mega-Clusters

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The sentimentalism-romanticism cluster

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The romanticism affiliation network

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Topic 7: Quotes from high-scoring passages

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Topic 7: antiquity and fluidity

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How romantic are they?/How are they romantic?

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Literary Networks, 1731-1864

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The eighteenth-century “electrical machine”

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