Boldrini, Ester, Fernández Martínez, Javier, Gómez, José M., Martínez-Barco, Patricio
Evaluating the robustness of EmotiBlog for sentiment analysis and opinion mining
BOLDRINI, Ester, et al. "Evaluating the robustness of EmotiBlog for sentiment analysis and opinion mining". En: Proceedings of Recent Advances in Natural Language Processing : Hissar, Bulgaria, 12-14 September 2011, pp. 521-526
URI: http://hdl.handle.net/10045/22490
DOI: 
ISSN: 1313-8502
Abstract: 
Preliminary research demonstrated the EmotiBlog annotated corpus relevance as a Machine Learning resource to detect subjective data. In this paper we compare EmotiBlog with the JRC Quotes corpus in order to check the robustness of its annotation. We concentrate on its coarse-grained labels and carry out a deep Machine Learning experimentation also with the inclusion of lexical resources. The results obtained show a similarity with the ones obtained with the JRC Quotes corpus demonstrating the EmotiBlog validity as a resource for the SA task.
Keywords:EmotiBlog, Robustness, Sentiment analysis, Opinion mining
INCOMA
info:eu-repo/semantics/conferenceObject