Recognition of emotions in video clips: the self-assessment manikin validation

Dwi Handayani, Dini Oktarina and Abdul Rahman, Abdul Wahab and Yaacob, Hamwira Sakti (2015) Recognition of emotions in video clips: the self-assessment manikin validation. Telkomnika (Telecommunication Computing Electronics and Control), 13 (4). pp. 1343-1351. ISSN 1693-6930 E-ISSN 2302-9293

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Abstract

Many research domains use video contents as stimuli for study on human emotions. A video content within a particular genre or a specific the meevokes dynamic emotions that are highly useful in many research fields. The present study proposed a set of video-clip stimuli that embody four emotions under specific genres of movies, namely happiness, calmness, sadness and fear. Two experiments (a preliminary and a validation) were conducted in order to validate the video clips. Self-Assessment Manikin was utilized to rate the videos. All the video clips were rated with respect to valence and arousal judgment. In the preliminary experiment, the video clips were rated in terms of how clearly the expected emotions were evoked. The validation experiment was conducted to confirm the results from preliminary experiment, and only video clips with high recognition rates were included into data set.

Item Type:	Article (Journal)
Additional Information:	6145/48695
Uncontrolled Keywords:	SAM, stimuli, video emotion, valence, arousal
Subjects:	B Philosophy. Psychology. Religion > BF Psychology > BF511 Affection. Feeling. Emotion Q Science > QA Mathematics > QA76 Computer software T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Dr Hamwira Yaacob
Date Deposited:	20 Jan 2016 09:00
Last Modified:	17 Jul 2016 17:00
URI:	http://irep.iium.edu.my/id/eprint/48695

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