Statistical Modeling of Affective Responses from Visual and Auditory Attributes in the Movies
نویسندگان
چکیده
The affective responses of audience watching movie are selected and the visual and auditory attributes in movie, which have a significant effect on the affective responses of audience, are measured. The relationship between the movie attributes and affective responses are modeled using regression analysis. Fun of a movie is evaluated based on the audiences’ affective responses and an affective response is explained using either movie attributes or other affective responses. These structures are visually summarized in the hierarchical diagram.
منابع مشابه
Using Eye Movement Analysis to Study Auditory Effects on Visual Memory Recall
Recent studies in affective computing are focused on sensing human cognitive context using biosignals. In this study, electrooculography (EOG) was utilized to investigate memory recall accessibility via eye movement patterns. 12 subjects were participated in our experiment wherein pictures from four categories were presented. Each category contained nine pictures of which three were presented t...
متن کاملT-type Ca2+ channels in thalamic sensory gating and affective Disorders
Low threshold Ca2+ currents mediated by T-type channels underlie burst spike activities of relay neurons in the thalamus. We have previously reported that knock-out mice for T-type channels show an enhanced nociceptive response to visceral pain, accompanied by an increase in tonic spikes in the absence of burst spikes in thalamic relay neurons. These results raised a possibility that T-type cha...
متن کاملT-type Ca2+ channels in thalamic sensory gating and affective Disorders
Low threshold Ca2+ currents mediated by T-type channels underlie burst spike activities of relay neurons in the thalamus. We have previously reported that knock-out mice for T-type channels show an enhanced nociceptive response to visceral pain, accompanied by an increase in tonic spikes in the absence of burst spikes in thalamic relay neurons. These results raised a possibility that T-type cha...
متن کاملRECOD at MediaEval 2015: Affective Impact of Movies Task
This paper presents the approach used by the RECOD team to address the challenges provided in the MediaEval 2015 Affective Impact of Movies Task. We designed various video classifiers, which relied on bags of visual features, and on bags of auditory features. We combined these classifiers using different approaches, ranging from majority voting to machine-learned techniques on the training data...
متن کاملVestibular Stimulation and Auditory Perception in Children with Attention Deficit Hyperactivity Disorder
Objectives: Rehabilitation strategies play a pivotal role in reliving the inappropriate behaviors and improving children's performance during school. Concentration and visual and auditory comprehension in children are crucial to effective learning and have drawn interest from researchers and clinicians. Vestibular function deficits usually cause high level of alertness and vigilance, and proble...
متن کامل