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Exploiting opinions as a source of information to identify the trends can be very useful in many scenarios, such as political parties who are interested in monitoring their impact. In this paper, we present an unsupervised technique to classify users based on their political orientations. Our approach is based on two main concepts: (1) the selection of the aspects and the sentiments users have expressed in their opinions, and (2) the creation a knowledge base fromWikipedia to automatically classify users according to their political orientations. We have tested our approach on two datasets crawled from CNN and Aljazeera. The results show that our approach achieves high quality results. MOTS-CLES : Orientation politique, Analyse des avis, Analyse des avis politiques.

Classification de profils d'utilisateurs en fonction de leurs orientations politiques