Model of Kawaii Cosmetic Bottle Evaluations by Thai and Japanese

Tipporn Laohakangvalvit, Tiranee Achalakul, Michiko Ohkura

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Affective values are critical factors for manufacturing in Japan. Kawaii, an affirmative adjective that denotes such positive meanings as cute or lovable, has become even more critical as an affective value and plays a leading role in the worldwide success of many products, such as Hello Kitty and Pokemon. Based on this success, we believe that kawaii will be a key factor in future product design. In our previous research, we proposed models of kawaii feelings for spoon designs and extracted the attributes of such designs and constructed models using the Support Vector Machine (SVM) algorithm. In this research, we used the Deep Convolutional Neural Network (CNN) algorithm because it can perform classification using images as input and studied the kawaiiness of cosmetic bottles. Then, we evaluated the candidates of effective attributes with our model to increase the kawaiiness of cosmetic bottles. Finally, we clarified the relationship among kawaii feelings, attributes, and eye movement indexes obtained from our previous research, and the prediction results of our constructed model. Our results clarified the effective attributes for increasing kawaiiness and the effectiveness of our constructed model to evaluate the kawaiiness of cosmetic bottles.

Original languageEnglish
Title of host publicationSpringer Series on Cultural Computing
PublisherSpringer
Pages195-223
Number of pages29
DOIs
Publication statusPublished - 2019

Publication series

NameSpringer Series on Cultural Computing
ISSN (Print)2195-9056
ISSN (Electronic)2195-9064

Keywords

  • Affective value
  • Cosmetic bottles
  • Deep convolutional neural network (CNN)
  • Eye tracking
  • Kawaii
  • Product attribute

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Computer Science Applications

Fingerprint Dive into the research topics of 'Model of Kawaii Cosmetic Bottle Evaluations by Thai and Japanese'. Together they form a unique fingerprint.

Cite this