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Text Mining 2014

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Chris Biemann, Alexander Mehler:
Text Mining - From Ontology Learning to Automated Text Processing Applications. Theory and Applications of Natural Language Processing, Springer 2014, ISBN 978-3-319-12654-8

Text Mining Techniques and Methodologies

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Uwe Quasthoff, Dirk Goldhahn, Thomas Eckart:
Building Large Resources for Text Mining: The Leipzig Corpora Collection. 3-24
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Hristo Tanev:
Learning Textologies: Networks of Linked Word Clusters. 25-40
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Zornitsa Kozareva:
Simple, Fast and Accurate Taxonomy Learning. 41-62
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  - series/tanlp/Oesterling0WS14
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Patrick Oesterling, Christian Heine, Gunther H. Weber, Gerik Scheuermann:
A Topology-Based Approach to Visualize the Thematic Composition of Document Collections. 63-85
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Alexander Mehler, Tim vor der Brück, Rüdiger Gleim, Tim Geelhaar:
Towards a Network Model of the Coreness of Texts: An Experiment in Classifying Latin Texts Using the TTLab Latin Tagger. 87-112

Text Mining Applications

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Stefan Bordag, Christian Hänig, Christian Beutenmüller:
A Structuralist Approach for Personal Knowledge Exploration Systems on Mobile Devices. 115-136
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Frank Oemig, Bernd Blobel:
Natural Language Processing Supporting Interoperability in Healthcare. 137-156
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  - series/tanlp/Perez-RosasBBM14
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Verónica Pérez-Rosas, Cristian Bologa, Mihai Burzo, Rada Mihalcea:
Deception Detection Within and Across Cultures. 157-175
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Jonathan Sonntag, Manfred Stede:
Sentiment Analysis: What's Your Opinion? 177-199
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Marten Düring, Antal van den Bosch:
Multi-perspective Event Detection in Texts Documenting the 1944 Battle of Arnhem. 201-219
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  - series/tanlp/BuchlerBMFF14
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Marco Büchler, Philip R. Burns, Martin Müller, Emily Franzini, Greta Franzini:
Towards a Historical Text Re-use Detection. 221-238

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