naa a22 4500 51073989X CHVBK 20180411083024.0 cr unu---uuuuu 180411e20130301xx s 000 0 eng 10.1007/s12193-012-0107-7 doi (NATIONALLICENCE)springer-10.1007/s12193-012-0107-7 The LDOS-PerAff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata [Elektronische Daten] [Marko Tkalčič, Andrej Košir, Jurij Tasič] We present the LDOS-PerAff-1 Corpus that bridges the affective computing and recommender system research areas, which makes it unique. The corpus is composed of video clips of subjects' affective responses to visual stimuli. These affective responses are annotated in the continuous valence-arousal-dominance space. Furthermore, the subjects are annotated with their personality information using the five-factor personality model. We also provide the explicit ratings that the users gave to the images used for the visual stimuli. In the paper we present the results of four experiments conducted with the corpus; an affective content-based recommender system, a personality-based collaborative filtering recommender system, an emotion-detection algorithm and a qualitative study of the latent factors. OpenInterface Association, 2012 Affective facial expressions nationallicence Affect detection nationallicence Recommender systems nationallicence Tkalčič Marko Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, Ljubljana, Slovenia aut Košir Andrej Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, Ljubljana, Slovenia aut Tasič Jurij Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, Ljubljana, Slovenia aut Journal on Multimodal User Interfaces Springer-Verlag 7/1-2(2013-03-01), 143-155 1783-7677 7:1-2<143 2013 7 12193 https://doi.org/10.1007/s12193-012-0107-7 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s12193-012-0107-7 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Tkalčič Marko Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, Ljubljana, Slovenia aut NATIONALLICENCE 700 1- Košir Andrej Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, Ljubljana, Slovenia aut NATIONALLICENCE 700 1- Tasič Jurij Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, Ljubljana, Slovenia aut NATIONALLICENCE 773 0- Journal on Multimodal User Interfaces Springer-Verlag 7/1-2(2013-03-01), 143-155 1783-7677 7:1-2<143 2013 7 12193 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer