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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
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥13,600,000 (Direct Cost: ¥13,600,000)
Fiscal Year 2002: ¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2001: ¥2,900,000 (Direct Cost: ¥2,900,000)
Fiscal Year 2000: ¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 1999: ¥5,100,000 (Direct Cost: ¥5,100,000)
KeywordsAgent / Machine Learning / Computer Network / Artificial Intelligence / Information Gathering / Authoring / Word of Mouth / Music / 学習 / 感性情報処理 / 情報フィルタリング / インターネット / World-Wide Web / グループウェア / 広域知能 / World-Wide-Web
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.

Report

(5 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (36 results)

All Other

All Publications (36 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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [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
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Masayuki Numao: "Learning Organization in Global Intelligence"AAAI Spring Symposium, AAAI Press. 41-47 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Masayuki Numao: "Constructive Adaptive User Interfaces"Proc. Eighteenth National Conference on Artificial Intelligence AAAI-02. 18. 193-198 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Masayuki Numao: "Data Mining on the WAVEs-Word-of-mouth-Assisting Virtual Environments"Frontiers in Artificial Intelligence and Applications. 79. 11-20 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Koichi Moriyama: "Construction of a Learning Agent Handling Its Rewards"Proc. the First International Joint Conference on Autonomous Agents and Multiagent Systems. 1. 1262-1263 (2002)

    • Related Report
      2002 Annual Research Report
  • [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)

    • Related Report
      2002 Annual Research Report
  • [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)

    • Related Report
      2002 Annual Research Report
  • [Publications] Masayuki Numao, Daishi Kato, Masaru Yokoyama: "Learning organization in global intelligence"AAAI Spring Symposia. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Cholwich Nattee, Masayuki Numao: "Geometric method for document understanding and classification using on-line machine learning"Sixth International Conference on Document Analysis and Recognition. 602-606 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Tuan Nam Tran, Masayuki Numao: "Text data mining in biomedical literature by combining with an information retrieval approach"Proc. the 14th International Conference on Applications of Prolog. 295-304 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Chowdhury Rahman Mofizur, Masayuki Numao: "Automated bias shift in a constrained space for logic program synthesis"人工知能学会論文誌. Vo.16, No.6. 548-556 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 沼尾正行: "Global intelligenceによる知識流通"情報処理学会知能と複雑系研究会. Vol.01-ICS-124. 1-8 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 沼尾正行, 吉田匡志, 伊藤雄介: "口コミに基づく情報収集とデータ前処理"人工知能学会第46回人工知能基礎論/第54回知識ベースシステム研究会. SIG-FAI/KBS-J. 47-54 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Masayuki Numao: "Modeling Embedded Persons-Cognitive Modeling in Global Intelligence"Proc.International Conf.on Cognitive Modeling. 3. 289-290 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masayuki Numao: "Long-term learning in Global Intelligence"International Workshop on Machine Intelligence. 17. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Raymund Sison: "Multistrategy Discovery and Detection of Novice Programmer Errors"Machine Learning. 38・1/2. 157-180 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Oscar Ortega: "Ordered Estimation of Missing Values for Propositional Learning"Journal of Japanese Society for Artificial Intelligence. 15・1. 162-168 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masayuki Numao: "Modeling Human Feelings in Music"Proc.International Conf.on Cognitive Modeling. 3. 291-292 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Koichi Moriyama: "Constructing an Autonomous Agent with an Interdependent Heuristics"Lecture Notes in Artificial Intelligence. 1886. 329-339 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 沼尾正行(分担): "エンサイクロペディア情報処理"オーム社. 572 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masayuki Numao: "Modeling Embedded Persons-Cognitive Modeling in GI"Proc.International Conf.on Cognitive Modeling. 3. (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 沼尾正行: "階層化された知識の継承による情報フィルタリング"情報処理学会研究報告(知能と複雑系). 116. 43-48 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Masayuki Numao: "Global Intelligence Project-Towards a Learning Society"Proc.First IMC Workshop on Knowledge Mining. 1. (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Oscar Ortega: "Ordered Estimation of Missing Values"Journal of Japanese Society of AI. 15・1. 162-168 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 市瀬龍太郎: "正例と負例に弁別不能な例からの関係学習"電子情報通信学会論文誌. J82D1・12. 1387-1393 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 石川孝: "リテラル連関とMDL基準による相対最小汎化の計算法"人工知能学会誌. 14・2. 326-333 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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