%0 Conference Paper %B Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE 2014) %D 2014 %T Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters %A Marko Tkalčič %A Bruce Ferwerda %A Markus Schedl %A Cynthia C. S. Liem %A Mark S. Melenhorst %A Ante Odić %A Andrej Košir %B Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE 2014) %C Aalborg, Denmark %8 July %G eng %0 Conference Paper %B EMPIRE 2013: Emotions and Personality in Personalized Services %D 2013 %T Personality and Social Context: Impact on Emotion Induction from Movies %A Ante Odić %A Marko Tkalčič %A Jurij F. Tasič %A Andrej Košir %X
In this paper we describe our preliminary work on understanding the impact of personality on the emotion induction in di erent social circumstances during the consumption of movies, for the purposeof the context-aware recommender system for movies. The purpose ofthis study is to answer two research questions: is there a di erence in emotion induction when users are alone as opposed to when they are with company during watching the movie, and do di erent personality pro les in uence the emotion induction when users are alone as opposed to when they are with company during watching the movie? We have used the (LDOS-CoMoDa) dataset which contains ratings and associated contextual information for the consumed movies, as well as Big Five personality pro les of the users. The results showed that there is an in uence of social context on emotion induction, and that personality factors have to be taken into consideration since for the di erent groups of users, based on the personality factors, the emotion induction was in uenced di erently
%B EMPIRE 2013: Emotions and Personality in Personalized Services %I http://ceur-ws.org/Vol-997/#empire2013 %C Rome, Italy %8 06/2013 %G eng %U http://ceur-ws.org/Vol-997/empire2013_paper_5.pdf