TY  - CONF
T1  - Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters
T2  - Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE 2014)
Y1  - 2014
A1  - Marko Tkalčič
A1  - Bruce Ferwerda
A1  - Markus Schedl
A1  - Cynthia C. S. Liem
A1  - Mark S. Melenhorst
A1  - Ante Odić
A1  - Andrej Košir
JF  - Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE 2014)
CY  - Aalborg, Denmark
ER  - 

TY  - CONF
T1  - How to Improve the Statistical Power of the 10-fold Cross Validation Scheme in Recommender Systems
T2  - Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
Y1  - 2013
A1  - Košir, Andrej
A1  - Odić, Ante
A1  - Tkalčič, Marko
KW  - evaluation
KW  - experimental design
KW  - folding
KW  - paired testing
KW  - recommender systems
JF  - Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
PB  - ACM
CY  - New York, NY, USA
SN  - 978-1-4503-2465-6
UR  - http://doi.acm.org/10.1145/2532508.2532510
ER  - 

TY  - CONF
T1  - Personality and Social Context: Impact on Emotion Induction from Movies
T2  - EMPIRE 2013: Emotions and Personality in Personalized Services
Y1  - 2013
A1  - Ante Odić
A1  - Marko Tkalčič
A1  - Jurij F. Tasič
A1  - Andrej Košir
AB  - <div data-canvas-width="385.50739068901515" data-font-name="g_font_p0_11" dir="ltr" style="font-size: 11.9552px; font-family: sans-serif; left: 217.481px; top: 557.557px; transform: scale(0.949526, 1); transform-origin: 0% 0% 0px;">  	In this paper we describe our preliminary work on understanding the impact of personality on the emotion induction in dierent 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 dierence in emotion induction when users are alone as opposed to when they are with company during watching the movie, and do dierent 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 dierent groups of users, based on the personality factors, the emotion induction was in uenced dierently</div>
JF  - EMPIRE 2013: Emotions and Personality in Personalized Services
PB  - http://ceur-ws.org/Vol-997/#empire2013
CY  - Rome, Italy
UR  - http://ceur-ws.org/Vol-997/empire2013_paper_5.pdf
ER  -