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Roland Kluge

Searching for Arguments


Automatic analysis of arguments about controversial educational topics in web documents
2014. 152 S. 220 mm
Verlag/Jahr: AV AKADEMIKERVERLAG 2014
ISBN: 3-639-67755-2 (3639677552)
Neue ISBN: 978-3-639-67755-3 (9783639677553)

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Decision making is an essential part of our life and we naturally strive to support decisions by arguments; today, the Internet is an obvious place to search for them. Unfortunately, general-purpose search engines often fail to represent search results in a suitable way (e.g., contrasting supporting and opposing arguments). This work analyzes a corpus of ca. 80 German web documents about current educational topics for argumentation patterns. Significance testing experiments explore the role of discource markers and discourse relations in argumentation and classification experiments point towards Argument Extraction.
Roland Kluge achieved his B.Sc. at Karlsruhe Institute of Technologie with his thesis on test data generation for dynamic graph clustering algorithms, succeeded by an M.Sc. at TU Darmstadt where he focused on Natural Language Processing. As Ph.D. student, he researches graph transformation and graph pattern matching.