Difference between revisions of "LDOS PerAff 1"

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The LDOS-PerAff-1 dataset is a corpus of video clips of users responding to emotional stimuli. The corpus is unique for two reasons. First, the emotions are annotated in the valence-arousal-dominance space instead of the usual coarse basic emotions. Second, the subjects are annotated with their personality parameters which offers a new ground for further investigations on personality and emotions. The corpus has been compiled for the needs of our research on recommender system.  
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The LDOS-PerAff-1 [[dataset]] is a corpus of video clips of users responding to emotional stimuli and [[ratings]]. The corpus is unique for two reasons. First, the emotions are annotated in the valence-arousal-dominance space instead of the usual coarse basic emotions. Second, the subjects are annotated with their personality parameters which offers a new ground for further investigations on personality and emotions.  
  
The dataset is accessible here: [http://slavnik.fe.uni-lj.si/markot/Main/LDOS-PerAff-1 here]
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Also refer to the paper Tkalčič, Košir, Tasič, ''The LDOS-PerAff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata'' in the Journal on Multimodal User Interfaces, March 2013, Volume 7, Issue 1-2, pp 143-155
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== Excerpt from the dataset ==
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<pre>
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user_id image_idtag genre wt wt_m val_m val_sd ar_m ar_sd dom_m dom_sd B_1 B_2 B_3 B_4 B_5 gender age rating
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10 6910 Bomber weapon 2614 5307 5,31 2,28 5,62 2,46 5,1 2,46 3,2 2,7 2,9 3,5 2,9 0 18 4
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10 9331 Assault violence 2240 3214 2,03 1,35 6,04 2,35 0 0 3,2 2,7 2,9 3,5 2,9 0 18 3
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10 7052 HairDryer still 2223 2665 4,93 0,81 2,75 1,8 5,82 1,93 3,2 2,7 2,9 3,5 2,9 0 18 1
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10 1280 Rat animal 1906 3093 3,66 1,75 4,93 2,01 5,05 2,2 3,2 2,7 2,9 3,5 2,9 0 18 1
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10 2394 Medicalworker people 1943 2993 5,76 1,74 3,89 2,26 0 0 3,2 2,7 2,9 3,5 2,9 0 18 3
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</pre>
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== External links ==
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* http://slavnik.fe.uni-lj.si/markot/Main/LDOS-PerAff-1
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* http://dx.doi.org/10.1007/s12193-012-0107-7
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[[Category:Dataset]]

Latest revision as of 05:42, 4 December 2014

The LDOS-PerAff-1 dataset is a corpus of video clips of users responding to emotional stimuli and ratings. The corpus is unique for two reasons. First, the emotions are annotated in the valence-arousal-dominance space instead of the usual coarse basic emotions. Second, the subjects are annotated with their personality parameters which offers a new ground for further investigations on personality and emotions.

Also refer to the paper Tkalčič, Košir, Tasič, The LDOS-PerAff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata in the Journal on Multimodal User Interfaces, March 2013, Volume 7, Issue 1-2, pp 143-155

Excerpt from the dataset

user_id	image_idtag	genre	wt	wt_m	val_m	val_sd	ar_m	ar_sd	dom_m	dom_sd	B_1	B_2	B_3	B_4	B_5	gender	age	rating
10	6910	Bomber	weapon	2614	5307	5,31	2,28	5,62	2,46	5,1	2,46	3,2	2,7	2,9	3,5	2,9	0	18	4
10	9331	Assault	violence	2240	3214	2,03	1,35	6,04	2,35	0	0	3,2	2,7	2,9	3,5	2,9	0	18	3
10	7052	HairDryer	still	2223	2665	4,93	0,81	2,75	1,8	5,82	1,93	3,2	2,7	2,9	3,5	2,9	0	18	1
10	1280	Rat	animal	1906	3093	3,66	1,75	4,93	2,01	5,05	2,2	3,2	2,7	2,9	3,5	2,9	0	18	1
10	2394	Medicalworker	people	1943	2993	5,76	1,74	3,89	2,26	0	0	3,2	2,7	2,9	3,5	2,9	0	18	3

External links