Abstract
In this paper we describe our preliminary work on
understanding the impact of personality on the emotion induction in different
social circumstances during the consumption of movies, for the purpose
of the context-aware recommender system for movies. The purpose of
this study is to answer two research questions: is there a difference in
emotion induction when users are alone as opposed to when they are
with company during watching the movie, and do different personality
profiles influence 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 profiles of the users. The results showed that there is
an influence of social context on emotion induction, and that personality
factors have to be taken into consideration since for the different groups
of users, based on the personality factors, the emotion induction was
influenced differently.
| Original language | English |
|---|---|
| Title of host publication | UMAP 2013 Extended Proceedings |
| Number of pages | 7 |
| Publication status | Published - 2013 |
Fields of science
- 202002 Audiovisual media
- 102 Computer Sciences
- 102001 Artificial intelligence
- 102003 Image processing
- 102015 Information systems
JKU Focus areas
- Computation in Informatics and Mathematics
- Engineering and Natural Sciences (in general)