Presentation 2005-07-14
Content Clustering Method Based on Users' Subjective Evaluation
Yohei SUDA, Kyoko YAMORI, Yoshiaki TANAKA,
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Abstract(in English) User's demand of the quality of streaming service depends on the intrinsic characteristics of the content. Various things can be considered as the characteristic. In this paper, it is considered that intensity based on sound or image quality is characteristics. The subjective evaluation experiment was done for several kinds of content. The relation between content characteristics and content types is shown by using principal component analysis. Then, based on the image quality and the sound quality, the contents are divided into several groups by cluster analysis.
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Keyword(in English) Content / Principal component analysis / Subjective evaluation experiment / Clustering / User's satisfaction
Paper # CQ2005-21
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Conference Information
Committee CQ
Conference Date 2005/7/7(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Content Clustering Method Based on Users' Subjective Evaluation
Sub Title (in English)
Keyword(1) Content
Keyword(2) Principal component analysis
Keyword(3) Subjective evaluation experiment
Keyword(4) Clustering
Keyword(5) User's satisfaction
1st Author's Name Yohei SUDA
1st Author's Affiliation Global Information and Telecommunication Institute, Waseda University()
2nd Author's Name Kyoko YAMORI
2nd Author's Affiliation Global Information and Telecommunication Institute, Waseda University
3rd Author's Name Yoshiaki TANAKA
3rd Author's Affiliation Global Information and Telecommunication Institute, Waseda University:Advanced Research Institute for Science and Engineering, Waseda University
Date 2005-07-14
Paper # CQ2005-21
Volume (vol) vol.105
Number (no) 179
Page pp.pp.-
#Pages 6
Date of Issue