Presentation 2000/11/10
Quantitative analysis of relationship between movements and impressions
Kiyoshi Hoshino, Shihoko Kamisato, Takeshi Arakaki,
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Abstract(in English) For the purpose of quantitative investigation of the relationship between human movements and subjective impressions, principal component analysis and multiple regression model were adopted to Okinawan folk dance ゛Kachaasii゛, through which, mainly by arms with many degrees of freedom, dancers can produce various kinds of movements which frequency analyses are easily adoptable to.Questionnaires with adjectives and adverbs for subjective estimation were the target for principal component analysis.Response variables were each principal component scores which are equivalent to subjective impressions, and explanatory variables were kinematic features of arm's movement in multiple regression analysis.The results showed that Kachaasii has five subjective scales: preference, rigidity, speediness, stability, and changeability.Furthermore, there were highly correlation between those scales and motion features respectively as follows: preference vs.turnaround of wrist, rigidity vs.turnover of wrist and height of movement, speediness vs.no pause of movement, unstability vs.moving near, and changeability vs.horizontal movement of arm.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Okinawan Folk dance ゛Kachaasii゛ / principal component analysis / semantic differential method / multiple regression analysis / explanatory variables / response variables
Paper # HIP2000-44
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Committee HIP
Conference Date 2000/11/10(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Quantitative analysis of relationship between movements and impressions
Sub Title (in English)
Keyword(1) Okinawan Folk dance ゛Kachaasii゛
Keyword(2) principal component analysis
Keyword(3) semantic differential method
Keyword(4) multiple regression analysis
Keyword(5) explanatory variables
Keyword(6) response variables
1st Author's Name Kiyoshi Hoshino
1st Author's Affiliation ()
2nd Author's Name Shihoko Kamisato
2nd Author's Affiliation
3rd Author's Name Takeshi Arakaki
3rd Author's Affiliation
Date 2000/11/10
Paper # HIP2000-44
Volume (vol) vol.100
Number (no) 444
Page pp.pp.-
#Pages 8
Date of Issue