SentiBA: Lexicon-based Sentiment Analysis on German Product Reviews

M. Dollmann, M. Geierhos, in: G. Faaß, J. Ruppenhofer (Eds.), Workshop Proceedings of the 12th Edition of the KONVENS Conference, Universitätsverlag Hildesheim, Hildesheim, Germany, 2014, pp. 185–191.

Conference Paper | Published | English
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Abstract
In this paper, we describe our system developed for the GErman SenTiment AnaLysis shared Task (GESTALT) for participation in the Maintask 2: Subjective Phrase and Aspect Extraction from Product Reviews. We present a tool, which identifies subjective and aspect phrases in German product reviews. For the recognition of subjective phrases, we pursue a lexicon-based approach. For the extraction of aspect phrases from the reviews, we consider two possible ways: Besides the subjectivity and aspect look-up, we also implemented a method to establish which subjective phrase belongs to which aspect. The system achieves better results for the recognition of aspect phrases than for the subjective identification.
Publishing Year
Proceedings Title
Workshop Proceedings of the 12th Edition of the KONVENS Conference
Page
185-191
Conference
12th Konferenz zur Verarbeitung Natürlicher Sprache (KONVENS 2014)
Conference Location
Hildesheim, Germany
Conference Date
2014-10-08 – 2014-10-10
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Dollmann M, Geierhos M. SentiBA: Lexicon-based Sentiment Analysis on German Product Reviews. In: Faaß G, Ruppenhofer J, eds. Workshop Proceedings of the 12th Edition of the KONVENS Conference. Hildesheim, Germany: Universitätsverlag Hildesheim; 2014:185-191.
Dollmann, M., & Geierhos, M. (2014). SentiBA: Lexicon-based Sentiment Analysis on German Product Reviews. In G. Faaß & J. Ruppenhofer (Eds.), Workshop Proceedings of the 12th Edition of the KONVENS Conference (pp. 185–191). Hildesheim, Germany: Universitätsverlag Hildesheim.
@inproceedings{Dollmann_Geierhos_2014, place={Hildesheim, Germany}, title={SentiBA: Lexicon-based Sentiment Analysis on German Product Reviews}, booktitle={Workshop Proceedings of the 12th Edition of the KONVENS Conference}, publisher={Universitätsverlag Hildesheim}, author={Dollmann, Markus and Geierhos, Michaela}, editor={Faaß, Gertrud and Ruppenhofer, JosefEditors}, year={2014}, pages={185–191} }
Dollmann, Markus, and Michaela Geierhos. “SentiBA: Lexicon-Based Sentiment Analysis on German Product Reviews.” In Workshop Proceedings of the 12th Edition of the KONVENS Conference, edited by Gertrud Faaß and Josef Ruppenhofer, 185–91. Hildesheim, Germany: Universitätsverlag Hildesheim, 2014.
M. Dollmann and M. Geierhos, “SentiBA: Lexicon-based Sentiment Analysis on German Product Reviews,” in Workshop Proceedings of the 12th Edition of the KONVENS Conference, Hildesheim, Germany, 2014, pp. 185–191.
Dollmann, Markus, and Michaela Geierhos. “SentiBA: Lexicon-Based Sentiment Analysis on German Product Reviews.” Workshop Proceedings of the 12th Edition of the KONVENS Conference, edited by Gertrud Faaß and Josef Ruppenhofer, Universitätsverlag Hildesheim, 2014, pp. 185–91.

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