• 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