Modeling of music recommendation methods to promote the user's singing motivation - For next-generation japanese karaoke systems

Satoshi Isogai, Miwa Nakanishi

研究成果: Conference contribution

抄録

This study attempted to build a model that recommends music choices to encourage karaoke-system users to sing by using data about the music preferences and inner characteristics of each user. First, we conducted an auditory experiment in two phases. Additionally, we analysed the acoustics and lyrics of music pieces. Using these data, we built a map of the music based on user impressions, and used this map to reveal the relationship between the user's most favourite music piece and the music piece that a user was highly motivated to sing. Thus, we were able to establish a basic model of the system that recommends the music piece a user would be highly motivated to sing.

本文言語English
ホスト出版物のタイトルHuman Interface and the Management of Information
ホスト出版物のサブタイトルInformation and Interaction Design - 15th International Conference, HCI International 2013, Proceedings
出版社Springer Verlag
ページ439-448
ページ数10
PART 1
ISBN(印刷版)9783642392085
DOI
出版ステータスPublished - 2013
イベント15th International Conference on Human Interface and the Management of Information: Information and Interaction Design, HCI 2013 - Las Vegas, NV, United States
継続期間: 2013 7月 212013 7月 26

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 1
8016 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other15th International Conference on Human Interface and the Management of Information: Information and Interaction Design, HCI 2013
国/地域United States
CityLas Vegas, NV
Period13/7/2113/7/26

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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