A study on reduction of sensibility dimension for selection of wallpaper

벽지 선택을 위한 감성 차원 축소에 관한 연구

  • Chun Young-Min (Dept. of Computer and Statistical Informatics, Graduate School, Chonbuk National University) ;
  • Kim Soon-Young (Dept. of Computer and Statistical Informatics, Graduate School, Chonbuk National University) ;
  • Kim Sung-Hwan (Div. of Electronics and Information Engineering, Graduate School, Chonbuk National University) ;
  • Chung Sung-Suk (Div. of Mathematics and Statistical Informatics, Chonbuk National University)
  • 천영민 (전북대학교 대학원 컴퓨터통계정보학과) ;
  • 김순영 (전북대학교 대학원 컴퓨터통계정보학과) ;
  • 김성환 (전북대학교 대학원 전자정보공학부) ;
  • 정성석 (전북대학교 수학통계정보과학부)
  • Published : 2005.12.01

Abstract

The sensitivity adjectives on wall paper are collected. With the collected sensitivity adjective, we are going to develop the model which can recommend the wallpaper to customer. A large number of adjectives describing affective responses were collected from such diverse sources as questionnaire survey results, field survey results and internet survey result. To search the representative adjective of collected adjective, we used the diverse statistical analysis method. We attempted to decide the axis name of dimension through the MDS(Multi-Dimensional Scale) analysis method using the similarity matrix an4 to find a three or four reduced factors through the factor analysis method using the varimax rotation method. The result of the analysis showed that the reduced factors could account about $82\%$ when the number of factor is three(popular, elegance, and passable) ant about $93\%$ when the number of factor is four (elegance, passable, beautiful, and affectionate) On the basis of this result, we expect it can be used to develop the model recommending the wallpaper.