Séminaire Donnees et APprentissage Artificiel


Transverse Subjectivity Classification

Thursday, May 24, 2012
Speaker(s) : Gaël Harry Dias, Professeur à l'Université de Caen Basse-Normandie

In this talk, we will present our research on learning models for subjectivity classification across domain. After a small introduction about related works and challenges of sentiment analysis, we will start by presenting new features for subjectivity analysis.
Then, we will present two different paradigms of multi-view learning strategies to learn transfer models: multi-view learning with agreement and guided multi-view learning. Then, we will present an exhaustive evaluation based on both paradigms including two states-of-the-art algorithms and show that accuracy over 91% can be obtained using three views. In our concluding remarks, we will talk about future extensions of the presented methodology.

More details here …
Sahar.Changuel (at) nulllip6.fr