Constructive adaptive user interfaces based on brain waves

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

doi:10.1007/978-3-642-02577-8_65

Constructive adaptive user interfaces based on brain waves

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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

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.

Original language	English
Title of host publication	Human-Computer Interaction
Subtitle of host publication	Novel Interaction Methods and Techniques - 13th International Conference, HCI International 2009, Proceedings
Pages	596-605
Number of pages	10
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-642-02577-8_65
Publication status	Published - 2009
Externally published	Yes
Event	13th International Conference on Human-Computer Interaction, HCI International 2009 - San Diego, CA, United States Duration: 2009 Jul 19 → 2009 Jul 24

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	5611 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	13th International Conference on Human-Computer Interaction, HCI International 2009
Country/Territory	United States
City	San Diego, CA
Period	09/7/19 → 09/7/24

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-642-02577-8_65

Cite this

Numao, M., Nishikawa, T., Sugimoto, T., Kurihara, S., & Legaspi, R. (2009). Constructive adaptive user interfaces based on brain waves. In Human-Computer Interaction: Novel Interaction Methods and Techniques - 13th International Conference, HCI International 2009, Proceedings (PART 2 ed., pp. 596-605). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5611 LNCS, No. PART 2). https://doi.org/10.1007/978-3-642-02577-8_65

Constructive adaptive user interfaces based on brain waves. / Numao, Masayuki; Nishikawa, Takayuki; Sugimoto, Toshihito et al.
Human-Computer Interaction: Novel Interaction Methods and Techniques - 13th International Conference, HCI International 2009, Proceedings. PART 2. ed. 2009. p. 596-605 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5611 LNCS, No. PART 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Numao, M, Nishikawa, T, Sugimoto, T, Kurihara, S & Legaspi, R 2009, Constructive adaptive user interfaces based on brain waves. in Human-Computer Interaction: Novel Interaction Methods and Techniques - 13th International Conference, HCI International 2009, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 5611 LNCS, pp. 596-605, 13th International Conference on Human-Computer Interaction, HCI International 2009, San Diego, CA, United States, 09/7/19. https://doi.org/10.1007/978-3-642-02577-8_65

Numao M, Nishikawa T, Sugimoto T, Kurihara S, Legaspi R. Constructive adaptive user interfaces based on brain waves. In Human-Computer Interaction: Novel Interaction Methods and Techniques - 13th International Conference, HCI International 2009, Proceedings. PART 2 ed. 2009. p. 596-605. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-02577-8_65

Numao, Masayuki ; Nishikawa, Takayuki ; Sugimoto, Toshihito et al. / Constructive adaptive user interfaces based on brain waves. Human-Computer Interaction: Novel Interaction Methods and Techniques - 13th International Conference, HCI International 2009, Proceedings. PART 2. ed. 2009. pp. 596-605 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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Constructive adaptive user interfaces based on brain waves

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