Constructive adaptive user interfaces based on brain waves

Masayuki Numao, Takayuki Nishikawa, Toshihito Sugimoto, Satoshi Kurihara, Roberto Legaspi

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

We demonstrate a method to locate relations and constraints between a music score and its impressions, by which we show that machine learning techniques may provide a powerful tool for composing music and analyzing human feelings. We examine its generality by modifying some arrangements to provide the subjects with a specified impression. This demonstration introduces some user interfaces, which are capable of predicting feelings and creating new objects based on seed structures, such as spectrums and their transition for sounds that have been extracted and are perceived as favorable by the test subject. This paper proposes to define knowledge components for the seed structure.

本文言語English
ホスト出版物のタイトルHuman-Computer Interaction
ホスト出版物のサブタイトルNovel Interaction Methods and Techniques - 13th International Conference, HCI International 2009, Proceedings
ページ596-605
ページ数10
PART 2
DOI
出版ステータスPublished - 2009 10 28
外部発表はい
イベント13th International Conference on Human-Computer Interaction, HCI International 2009 - San Diego, CA, United States
継続期間: 2009 7 192009 7 24

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
番号PART 2
5611 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other13th International Conference on Human-Computer Interaction, HCI International 2009
国/地域United States
CitySan Diego, CA
Period09/7/1909/7/24

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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