ML Anthology

An Aspect-Lexicon Creation and Evaluation Tool for Sentiment Analysis Researchers

Mus'ab Husaini, Ahmet Koçyigit, Dilek Tapucu, Berrin A. Yanikoglu, Yücel Saygin
ECML-PKDD 2012 pp. 804-807
doi:10.1007/978-3-642-33486-3_51 /ecmlpkdd/2012/husaini2012ecmlpkdd-aspectlexicon/

Abstract

In this demo paper, we present SARE, a modular and extendable semi-automatic system that 1) assists researchers in building gold-standard lexicons and evaluating their lexicon extraction algorithms; and 2) provides a general and extendable sentiment analysis environment to help researchers analyze the behavior and errors of a core sentiment analysis engine using a particular lexicon.

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Cite

Text

Husaini et al. "An Aspect-Lexicon Creation and Evaluation Tool for Sentiment Analysis Researchers." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2012. doi:10.1007/978-3-642-33486-3_51

Markdown

[Husaini et al. "An Aspect-Lexicon Creation and Evaluation Tool for Sentiment Analysis Researchers." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2012.](https://mlanthology.org/ecmlpkdd/2012/husaini2012ecmlpkdd-aspectlexicon/) doi:10.1007/978-3-642-33486-3_51

BibTeX

@inproceedings{husaini2012ecmlpkdd-aspectlexicon,
  title     = {{An Aspect-Lexicon Creation and Evaluation Tool for Sentiment Analysis Researchers}},
  author    = {Husaini, Mus'ab and Koçyigit, Ahmet and Tapucu, Dilek and Yanikoglu, Berrin A. and Saygin, Yücel},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2012},
  pages     = {804-807},
  doi       = {10.1007/978-3-642-33486-3_51},
  url       = {https://mlanthology.org/ecmlpkdd/2012/husaini2012ecmlpkdd-aspectlexicon/}
}