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Toward a Tool for Sentiment Analysis for German Historic Plays
Schmidt, Thomas and Burghardt, Manuel
(2018)
Toward a Tool for Sentiment Analysis for German Historic Plays.
In: Piotrowski, Michael, (ed.)
COMHUM 2018: Book of Abstracts for the Workshop on Computational Methods in the Humanities 2018.
Laboratoire laussannois d'informatique et statistique textuelle, Lausanne, Switzerland, pp. 46-48.
Date of publication of this fulltext: 01 Aug 2018 11:04
Book section
Abstract
We present a project in which we investigate the chances of sentiment analysis in the context of German historic plays, more concretely eleven plays by G.E. Lessing. We evaluated several lexicon-based sentiment analysis techniques against a gold standard of 200 speeches that were manually annotated with sentiment information in an annotation study. The combination of methods with the best ...
We present a project in which we investigate the chances of sentiment analysis in the context of German historic plays, more concretely eleven plays by G.E. Lessing. We evaluated several lexicon-based sentiment analysis techniques against a gold standard of 200 speeches that were manually annotated with sentiment information in an annotation study. The combination of methods with the best performance was used to create a web-based tool. The tool allows users to explore sentiment progressions and distributions on structural levels (acts, scenes, speeches) as well as for speakers and speaker relations.
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Details
| Item type | Book section | ||||
| Title of Book: | COMHUM 2018: Book of Abstracts for the Workshop on Computational Methods in the Humanities 2018 | ||||
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| Publisher: | Laboratoire laussannois d'informatique et statistique textuelle | ||||
| Place of Publication: | Lausanne, Switzerland | ||||
| Page Range: | pp. 46-48 | ||||
| Date | 4 June 2018 | ||||
| Institutions | Languages and Literatures > Institut für Information und Medien, Sprache und Kultur (I:IMSK) > Lehrstuhl für Medieninformatik (Prof. Dr. Christian Wolff) Informatics and Data Science > Department Human-Centered Computing > Lehrstuhl für Medieninformatik (Prof. Dr. Christian Wolff) | ||||
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| Keywords | sentiment analysis, opinion Mining, computational literary studies, digital humanities, distant reading, Lessing, literary studies | ||||
| Dewey Decimal Classification | 000 Computer science, information & general works > 004 Computer science 400 Language > 400 Language, Linguistics 400 Language > 430 Germanic 800 Literature > 830 Literatures of Germanic languages | ||||
| Status | Published | ||||
| Refereed | Yes, this version has been refereed | ||||
| Created at the University of Regensburg | Partially | ||||
| URN of the UB Regensburg | urn:nbn:de:bvb:355-epub-375750 | ||||
| Item ID | 37575 |
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