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2002 Fiscal Year Final Research Report Summary

A Global Network with KANSEI-based filtering

Research Project

Project/Area Number 11558036
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field Intelligent informatics
Research InstitutionTokyo Institute of Technology

Principal Investigator

NUMAO Masayuki  Tokyo Institute of Technology, Graduate School of Infomation Science and Engineering, Associate Professor, 大学院・情報理工学研究科, 助教授 (30198551)

Project Period (FY) 1999 – 2002
KeywordsAgent / Machine Learning / Computer Network / Artificial Intelligence / Information Gathering / Authoring / Word of Mouth / Music
Research Abstract

We propose 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 project introduces some user interfaces, which are capable of predicting feelings and creating new objects based on seed structures, such as spectra and their transition for sounds that have been extracted and are perceived as favorable by the test subject.

  • Research Products

    (11 results)

All Other

All Publications (11 results)

  • [Publications] Masayuki Numao: "Learning Organization in Global Intelligence"AAAI Spring Symposium, AAAI Press. 41-47 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masayuki Numao: "Constructive Adaptive User Interfaces"Proc.Eighteenth National Conference on Artificial Intelligence AAAI-02. 18. 193-198 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masayuki Numao: "Data Mining on the WAVEs-Word-of-mouth-Assisting Virtual Environments"Frontiers in Artificial Intelligence and Applications. 79. 11-20 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Koichi Moriyama: "Construction of a Learning Agent Handling Its Rewards"Proc.the First International Joint Conference on Autonomous Agents and Multiagent System. 1. 1262-1263 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Tuan Nam Tran: "Active Information Gathering by Making Use of Existing Databases"Transactions of the Japanese Society of Artificial Intelligence. 17・5. 622-629 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 森山甲一: "環境状況に応じて自己の報酬を操作する学習エージェントの構築"人工知能学会論文誌. 17・6. 676-683 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masayuki Numao, Shoichi Takagi, and Keisuke Nakamura: "Constructive Adaptive User Interfaces Proc."Eighteenth National Conference on Artificial Intelligence AAAI-02. 18. 193-198 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Masayuki Numao and Masashi Yoshida and Yusuke Ito: "Data Mining on the WAVEs ― Word-of-mouth-Assisting Virtual Environments"Frontiers in Artificial Intelligence and Applications. 79. 11-20 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Koichi Moriyama and Masayuki Numao: "Construction of a Learning Agent Handling Its Rewards"Proc. the First International Joint Conference on Autonomous Agents and Multiagent Systems. 1. 1262-1263 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Tuan Nam Tran and Masayuki Numao: "Active Information Gathering by Making Use of Existing Databases"Transactions of the Japanese Society of Artificial Intelligence. 17, 5. 622-629 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Masayuki Numao and Daishi Kato and Masaru Yokoyama: "Learning Organization in Global Intelligence"AAAI Spring Symposium, AAAI Press. 41-47 (2002)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 2004-04-14  

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