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Toward a Tool for Sentiment Analysis for German Historic Plays
Schmidt, Thomas und 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, S. 46-48.
Veröffentlichungsdatum dieses Volltextes: 01 Aug 2018 11:04
Buchkapitel
Zusammenfassung
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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| Dokumentenart | Buchkapitel | ||||
| Buchtitel: | COMHUM 2018: Book of Abstracts for the Workshop on Computational Methods in the Humanities 2018 | ||||
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| Verlag: | Laboratoire laussannois d'informatique et statistique textuelle | ||||
| Ort der Veröffentlichung: | Lausanne, Switzerland | ||||
| Seitenbereich: | S. 46-48 | ||||
| Datum | 4 Juni 2018 | ||||
| Institutionen | Sprach- und Literatur- und Kulturwissenschaften > Institut für Information und Medien, Sprache und Kultur (I:IMSK) > Lehrstuhl für Medieninformatik (Prof. Dr. Christian Wolff) Informatik und Data Science > Fachbereich Menschzentrierte Informatik > Lehrstuhl für Medieninformatik (Prof. Dr. Christian Wolff) | ||||
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| Stichwörter / Keywords | sentiment analysis, opinion Mining, computational literary studies, digital humanities, distant reading, Lessing, literary studies | ||||
| Dewey-Dezimal-Klassifikation | 000 Informatik, Informationswissenschaft, allgemeine Werke > 004 Informatik 400 Sprache > 400 Sprachwissenschaft, Linguistik 400 Sprache > 430 Deutsch 800 Literatur > 830 Deutsche Literatur | ||||
| Status | Veröffentlicht | ||||
| Begutachtet | Ja, diese Version wurde begutachtet | ||||
| An der Universität Regensburg entstanden | Zum Teil | ||||
| URN der UB Regensburg | urn:nbn:de:bvb:355-epub-375750 | ||||
| Dokumenten-ID | 37575 |
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