DocumentCode
3345949
Title
Detection of latent emotion using TV commercial evaluation
Author
Nomura, Tomomi ; Mitsukura, Yasue
Author_Institution
Grad. Sch. of Sci. & Technol., Keio Univ., Yokohama, Japan
fYear
2015
fDate
25-27 June 2015
Firstpage
309
Lastpage
315
Abstract
In this study, we detect latent emotions by evaluating Japanese TV commercials. Since TV commercials have penetrated deeply in our lives, they have given significant impacts on consumers´ willingness to buy as well as on enhancement of brand image. Evaluating TV commercials and comprehending psychology of consumers are cited as one of key business issues. Therefore, we focus on consumers´ latent emotions while watching TV commercials that they favorably remembered afterward, by using an electroencephalogram (EEG) and a questionnaire. In our experiment, we deal with award-winning and non-award-winning TV commercials in Japan. Moreover, we examine the effects of the favorable TV commercials on consumers´ memories with time. The results showed that different kinds of latent emotions were interacted depending on characteristics of TV commercials: the presence of award and viewing time. In particular, consumers experienced the same kinds of emotions while watching the award-winning TV commercials that left favorable impressions on them not only soon after watching but also a month later. This tendency did not apply to the non-award-winning TV commercials. In this way, we investigate how consumers´ favorable TV commercials actually impact on their latent emotions and their memories.
Keywords
advertising data processing; consumer behaviour; electroencephalography; emotion recognition; feature extraction; image enhancement; television; EEG; TV commercial evaluation; brand image enhancement; consumer willingness to buy; electroencephalogram; latent emotion detection; Correlation; Correlation coefficient; Electroencephalography; Electronic mail; Mathematical model; Stress; TV; EEG; TV commercials; memory; questionnaire;
fLanguage
English
Publisher
ieee
Conference_Titel
Human System Interactions (HSI), 2015 8th International Conference on
Conference_Location
Warsaw
Type
conf
DOI
10.1109/HSI.2015.7170685
Filename
7170685
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