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Schmidt, Thomas ; Burghardt, Manuel

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.



Involved Institutions


Details

Item typeBook section
Title of Book:COMHUM 2018: Book of Abstracts for the Workshop on Computational Methods in the Humanities 2018
Publisher:Laboratoire laussannois d'informatique et statistique textuelle
Place of Publication:Lausanne, Switzerland
Page Range:pp. 46-48
Date4 June 2018
InstitutionsLanguages 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)
Identification Number
ValueType
10.5281/zenodo.1312779DOI
Related URLs
URLURL Type
http://wp.unil.ch/llist/comhum2018/presentations/Supplementary Material
Keywordssentiment analysis, opinion Mining, computational literary studies, digital humanities, distant reading, Lessing, literary studies
Dewey Decimal Classification000 Computer science, information & general works > 004 Computer science
400 Language > 400 Language, Linguistics
400 Language > 430 Germanic
800 Literature > 830 Literatures of Germanic languages
StatusPublished
RefereedYes, this version has been refereed
Created at the University of RegensburgPartially
URN of the UB Regensburgurn:nbn:de:bvb:355-epub-375750
Item ID37575

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