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.
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Editor
Faaß, Gertrud;
Ruppenhofer, Josef
Department
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.
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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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Cite this
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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