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Research on the Kansei Retrieval Methods for heterogeneous media Information

Research Project

Project/Area Number 15300028
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionUniversity of Tsukuba

Principal Investigator

KITAGAWA Takashi  University of Tsukuba, Graduate School of Systems and Information Engineering, Professor, 大学院・システム情報工学研究科, 教授 (60153095)

Co-Investigator(Kenkyū-buntansha) KIYOKI Yasushi  University of Keio, Faculty of Environmental Information, Professor, 環境情報学部, 教授 (10169956)
SAKURAI Tetsuya  University of Tsukuba, Graduate School of Systems and Information Engineering, Professor, 大学院・システム情報工学研究科, 教授 (60187086)
HOSOKAWA Yoshihide  Nagoya Institute of Technology, Graduate School of Computer Science and Engineering. Omohi College, Assistant Professor, 工学研究科・おもひ領域, 助手 (50312830)
Project Period (FY) 2003 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥16,300,000 (Direct Cost: ¥16,300,000)
Fiscal Year 2005: ¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2004: ¥5,600,000 (Direct Cost: ¥5,600,000)
Fiscal Year 2003: ¥7,700,000 (Direct Cost: ¥7,700,000)
KeywordsMedia data / Kansei / Heterogeneous media information / Semantic associative search / Heterogeneous media communication / Multimedia / Database system / Kansei retrieval / メタデータシステム / 異種メディア情報 / 感性検索方式 / メディア情報検索 / メタデータベースシステム / メディア情報システム / 統合データベース / 異種メディア / ユニバーサル空間
Research Abstract

This research realized the heterogeneous media information retrieval method based on Kansei. In this method, retrieval keywords and targets are arbitrary kind of mediadata which are accessible from wide-area network. In this research, mediadata were represented with the word as common media by using automatic extraction methods of words representing Kansei information for each mediadata. This research realized heterogeneous media connection by mapping these information into the universal space which can measure the distance between each word with unified operator reflecting human's Kansei. This research also realized the interoperability of different retrieval methods by connecting metadata for individual retrieval method and mediadata on a meta-level. This method enables the realization of multimedia database which have multiple retrieval function for various kind of mediadata.
In this research, the operator which can map each mediadata into universal space corresponding to human's Kansei based on psychological research was realized. In conventional method, the focus was realizing a retrieval method with high effectiveness for single mediadata, however, this operator can erase the differences between Kansei information represented by words in existing media information retrieval systems.
The realization of this method enables the newly information generation by connecting existing mediadata. In addition, this method extends the searcher's range of expression of retrieval keywords and enables the various information retrieval based on human's Kansei just as the searcher intended. This method increases access to existing mediadata and utility value of existing databases exponentially.

Report

(4 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (52 results)

All 2005 2004 2003 Other

All Journal Article (46 results) Publications (6 results)

  • [Journal Article] 3Dオブジェクトの陰関数表現 : 前処理付反復法によるCSRBF型連立一次方程式の解法2005

    • Author(s)
      伊東拓, 北川高嗣, 仲田晋
    • Journal Title

      電子情報通信学会論文誌 Vol.J88-A, No.3

      Pages: 338-347

    • NAID

      110003314037

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Improving the Accuracy of Numerical Conformal Mapping by Pade Approximation using the Arnoldi Method2005

    • Author(s)
      Y.Lu, T.Itoh, S.Itoh, T.Sakurai
    • Journal Title

      Journal of Information & Computation Science Vol.2, No.2

      Pages: 289-294

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Annual Research Report 2005 Final Research Report Summary
  • [Journal Article] Pade近似を用いた数値等角写像計算のArnoldi法による精度改善2005

    • Author(s)
      呂毅斌, 伊東拓, 伊藤祥司, 櫻井鉄也
    • Journal Title

      日本応用数理学会論文誌 Vol.15, No.3

      Pages: 495-508

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Annual Research Report 2005 Final Research Report Summary
  • [Journal Article] 特定分野を対象とした連想検索のための書籍の索引部を用いたメタデータ空間生成方式2005

    • Author(s)
      中西崇文, 岸本貞弥, 櫻井鉄也, 北川高嗣
    • Journal Title

      電子情報通信学会論文誌 Vol.J88-D1 No.4

      Pages: 840-851

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Annual Research Report 2005 Final Research Report Summary
  • [Journal Article] 大規模固有値問題のmaster-worker型並列解法2005

    • Author(s)
      櫻井鉄也, 多田野寛人, 早川賢太郎, 佐藤三久, 高橋大輔, 長嶋雲兵, 稲富雄一, 梅田宏明, 渡邊寿雄
    • Journal Title

      情報処理学会論文誌 Vol.46,No.SI G7(ACS10)

      Pages: 44-51

    • NAID

      110002768766

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] LanczosプロセスのリスタートによるCGS法の安定化2005

    • Author(s)
      多田野寛人, 櫻井鉄也
    • Journal Title

      日本応用数理学会論文誌 Vol.15, No.2

      Pages: 129-143

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Annual Research Report 2005 Final Research Report Summary
  • [Journal Article] A Method for Avoiding Breakdown in Product-Type Iterative Methods and its Behavior for Toeplitz Linear System2005

    • Author(s)
      H.Tadano, T.Sakurai
    • Journal Title

      Appl. Num. Anal. Comp. Math. Vol.2, No.2

      Pages: 254-261

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Implicit Surface Reconstruction of 3D Objects : Preconditioned Iterative Methods for the CSRBF-Type Linear Systems2005

    • Author(s)
      T.Itoh, T.Kitagawa, S.Nakata
    • Journal Title

      Denshi Joho Tsushin Gakkai Ronbunshi Vol.J88-A, No.3

      Pages: 338-347

    • NAID

      110003314037

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Improving the Accuracy of Numerical Conformal Mapping by Pade Approximation using the Arnoldi Method2005

    • Author(s)
      Y.Lu, T.Itoh, S.Itoh, T.Sakurai
    • Journal Title

      Journal of Information & Computation Science Vol.2. No.2

      Pages: 289-294

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Improving the Accuracy of Numerical Conformal Mapping by Pade Approximation using the Arnoldi Method2005

    • Author(s)
      Y.Lu, T.Itoh, S.Itoh, T.Sakurai
    • Journal Title

      Trans.Japan SIAM. Vol.15. No.3

      Pages: 495-508

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Construction Method of a Metadata Space for a Specific Field from an Index of a Document2005

    • Author(s)
      T.Nakanishi, S.Kishimoto, T.Sakurai, T.Kitagawa
    • Journal Title

      Trans.IEICE. Vol.J88, No.4

      Pages: 840-851

    • NAID

      10016598930

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Master-worker Type Parallel Method for Large-scale Eigenvalue Problems2005

    • Author(s)
      T.Sakurai, H.Tadano, K.Hayakawa, M.Sato, D.Takahashi, U.Nagashima, Y.Inadomi, H.Umeda, T.Watanabe
    • Journal Title

      IPSJ Transactions on Advanced Computing Systems Vol.46. No.SIG7(ACS10)

      Pages: 44-51

    • NAID

      110002768766

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Stabilization of the CGS Method by Restarting Lanczos Process2005

    • Author(s)
      H.Tadano, T.Sakurai
    • Journal Title

      Trans.Japan SIAM. Vol.15, No.2

      Pages: 129-143

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Method for Avoiding Breakdown in Product-Type Iterative Methods and its Behavior for Toeplitz Linear System2005

    • Author(s)
      H.Tadano, T.Sakurai
    • Journal Title

      Appl.Num.Anal.Comp.Math. Vol 2, No.2.

      Pages: 254-261

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 3Dオブジェクトの陰関数表現:前処理付反復法によるCSRBF型連立一次方程式の解法2005

    • Author(s)
      伊東拓, 北川高嗣, 仲田晋
    • Journal Title

      電子情報通信学会論文誌 Vol.J88-A, No.3

      Pages: 338-347

    • NAID

      110003314037

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 大規模固有値問題のmaster-worker型並列解法2005

    • Author(s)
      櫻井鉄也, 多田野寛人, 早川賢太郎, 佐藤三久, 高橋大輔, 長嶋雲兵, 稲富雄一, 梅田宏明, 渡邊寿雄
    • Journal Title

      情報処理学会論文誌 Vol.46, No.SIG7(ACS10)

      Pages: 44-51

    • NAID

      110002768766

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Method for Avoiding Breakdown in Product-Type Iterative Methods and its Behavior for Toeplitz Linear System2005

    • Author(s)
      H.Tadano, T.Sakurai
    • Journal Title

      Appl.Num.Anal.Comp.Math. Vol.2, No.2

      Pages: 254-261

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Incomplete Cholesky Preconditioners with Band-Diagonalization for Sparse Symmetric Systems2005

    • Author(s)
      Takashi Kitagawa, Tak Itoh
    • Journal Title

      Applied Numerical Analysis and Computational Mathematics(ANACM) Vol.1, No.3(to appear)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 3Dオブジェクトの陰関数表現:前処理付反復法によるCRSBF型方程式の解法2005

    • Author(s)
      北川高嗣, 伊東拓他
    • Journal Title

      電子情報通信学会論文誌 Vol.J88-A No.3

      Pages: 338-347

    • Related Report
      2004 Annual Research Report
  • [Journal Article] An Implementation Method of Automatic Metadata Extraction Method for Music Data and Its Application to Semantic Associative Search2004

    • Author(s)
      T.Kitagawa, T.Nakanishi, Y.Kiyoki
    • Journal Title

      Systems and Computers in Japan Vol. 35, No. 6

      Pages: 59-78

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Incomplete Cholesky Preconditioners with Band-Diagonalization for Sparse Symmetric Systems2004

    • Author(s)
      T.Itoh, D.Fujimoto, T.Kitagawa, S.Nakata
    • Journal Title

      Appl. Num. Anal. Comp. Math. Vol.1, No.3

      Pages: 489-494

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 複数の書籍の索引部を用いたメタデータ空間拡張統合方式2004

    • Author(s)
      中西崇文, 岸本貞弥, 櫻井鉄也, 北川高嗣
    • Journal Title

      日本データベース学会 Letters (DBSJ Letters) Vol.3, No.1

      Pages: 141-144

    • NAID

      40007025098

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Shifted Linear systemsに対するKrylov部分空間反復法と固有地問題への応用2004

    • Author(s)
      小笠原匡, 多田野寛人, 櫻井鉄也, 伊藤祥司
    • Journal Title

      日本応用数理学会論文誌 Vol.14, No.3

      Pages: 193-205

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Moment-Based Method for Large-Scale Generalized Eigenvalue Problems2004

    • Author(s)
      T.Sakurai, H.Tadano, Y.Inadomi, U.Nagashima
    • Journal Title

      Appl. Num. Anal. Comp. Math. Vol.1, No.3

      Pages: 516-523

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Implementation Method of Automatic Metadata Extraction Method for Music Data and Its Application to Semantic Associative Search2004

    • Author(s)
      T.Kitagawa, T.Nakanishi, V.Kiyoki
    • Journal Title

      Systems and Computers in Japan Vol.35, No.6

      Pages: 59-78

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Incomplete Cholesky Preconditioners with Band-Diagonalization for Sparse Symmetric Systems2004

    • Author(s)
      T.Itoh, D.Fujimoto, T.Kitagawa, S.Nakata
    • Journal Title

      Appl.Num.Anal.Comp.Math. Vol.1. No.3

      Pages: 489-494

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Integration and Extension Method of a Metadata Space from Indexes of Documents2004

    • Author(s)
      T.Nakanishi, S.Kishimoto, T.Sakurai, T.Kitagawa
    • Journal Title

      DBSJ Letters Vol.3, No.1

      Pages: 141-144

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Krylov Subspace Method for Shifted Linear Systems and Its Application to Eigenvalue Problems2004

    • Author(s)
      M.Ogasawara, H.Tadano, T.Sakurai, T.Kitagawa
    • Journal Title

      Trans.Japan SIAM Vol.14. No.3

      Pages: 193-205

    • NAID

      110001878255

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Moment-Based Method for Large-Scale Generalized Eigenvalue Problems2004

    • Author(s)
      T.Sakurai, H.Tadano, Y.Inadomi, U.Nagashima
    • Journal Title

      Appl.Num.Anal.Comp.Math. Vol.1, No.3

      Pages: 516-523

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Implementation method of Automatic Metadata Extraction Method for Music Data and its Application to Semantic Associative Search2004

    • Author(s)
      Takashi Kitagawa et al.
    • Journal Title

      Systems and Computers in Japan Vol.35, No.6

      Pages: 59-78

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 複数の書籍の索引部を用いたメタデータ拡張結合方式2004

    • Author(s)
      北川高嗣 他
    • Journal Title

      日本データベース学会Letter(DBSJ Letters) Vol.3, No.1

      Pages: 141-144

    • Related Report
      2004 Annual Research Report
  • [Journal Article] N Search for the Frontier of Computational and Applied Mathematics toward the 21^<st> Century (Special Issue)2003

    • Author(s)
      M.Natori, T.Kitagawa, Z.-C.Shi, eds.
    • Journal Title

      Journal of Computational and Applied Mathematics Vol.159

      Pages: 1-204

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 任意の印象語による顔の表情の自動合成方式の実現2003

    • Author(s)
      中西崇文, 北川高嗣, 清木康
    • Journal Title

      情報処理学会論文誌 Vol.44,No.SI G8(TOD18)

      Pages: 21-36

    • NAID

      110002711943

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Implementation Method of Associative Search for Heterogeneous Mediadata Utilizing the Mathematical Model of Meaning and its Application to Image Data and Facial Expression2003

    • Author(s)
      T.Nakanishi, T.Kitagawa, Y.Kiyoki
    • Journal Title

      2003 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing

      Pages: 613-618

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Projection Method for Generalized Eigenvalue Problems2003

    • Author(s)
      T.Sakurai, H.Sugiura
    • Journal Title

      J. Comput. Appl. Math. Vol.159

      Pages: 119-128

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Method for Finding the Zeros of Polynomials Using a Companion Matrix2003

    • Author(s)
      X.Niu, T.Sakurai
    • Journal Title

      Japan J. Indust. Appl. Math. Vol.20

      Pages: 239-256

    • NAID

      10018380272

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Search for the Frontier of Computational and Applied Mathematics toward the 21st Century2003

    • Author(s)
      M.Natori, T.Kitagawa, Z.C.Shi, eds.
    • Journal Title

      Journal of Computational and Applied Mathematics Vol.159(Special Issue)

      Pages: 1-204

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Implementation Method of Automatic Composition of the Facial Expression by Any Impression Words2003

    • Author(s)
      T.Nakanishi, T.Kitagawa, Y.Kiyoki
    • Journal Title

      Joho Syori Gakkai Ronbunshi Vol.44, No.SIG8(TOD18)

      Pages: 21-36

    • NAID

      110002711943

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Implementation Method of Associative Search for Heterogeneous Mediadata Utilizing the Mathematical Model of Meaning and its Application to Image Data and Facial Expression2003

    • Author(s)
      T.Nakanishi, T.Kitagawa, Y.Kiyoki
    • Journal Title

      2003 IEEE Pacific Rim Conference on Communications. Computers and Signal Processing

      Pages: 613-618

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Projection Method for Generalized Eigenvalue Problems2003

    • Author(s)
      T.Sakurai, H.Sugiura
    • Journal Title

      J.Comput.Appl.Math. Vol.159

      Pages: 119-128

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Method For Finding the Zeros of Polynomials Using a Companion Matrix2003

    • Author(s)
      X.Niu, T.Sakurai
    • Journal Title

      Japan J.Indust.Appl.Math. Vol.20

      Pages: 239-256

    • NAID

      10018380272

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 任意の印象語による顔の表情の自動合成方式2003

    • Author(s)
      北川高嗣, 中西崇文他
    • Journal Title

      情報処理学会論文誌:データベース Vol.44 SIG8

      Pages: 21-36

    • Related Report
      2004 Annual Research Report
  • [Journal Article] An Implementation Method of Associative Search for Heterogenous Mediadata Utilizing the Mathematical Model of Meaning and its Application to Image Data and Facial Expression2003

    • Author(s)
      Takashi Kitagawa et al.
    • Journal Title

      IEEE Pacific Rim Conference on Communications PACRIM'03

      Pages: 613-618

    • Related Report
      2004 Annual Research Report
  • [Journal Article] MPU法に基づく色情報付き陰関数曲面の生成

    • Author(s)
      藤本大地, 伊東拓, 仲田晋, 北川高嗣, 岡将史, 田中覚
    • Journal Title

      電子情報通信学会論文誌 (in press)

    • NAID

      110007385855

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Implicit Surface Reconstruction with Color Distribution Using MPU Implicits

    • Author(s)
      D.Fujimoto, T.Itoh, S.Nakata, T.Kitagawa, M.Oka, S.Tanaka
    • Journal Title

      Denshi Joho Tsushin Gakkai Ronbunshi (in press)

    • NAID

      110007385855

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] MPU法に基づく色情報付き陰関数曲面の生成

    • Author(s)
      藤本大地, 伊東拓, 仲田晋, 北川高嗣, 岡将史, 田中覚
    • Journal Title

      電子情報通信学会論文誌 (in press)

    • NAID

      110007385855

    • Related Report
      2005 Annual Research Report
  • [Publications] T.Kitagawa, T.Nakanishi, Y.Kiyoki: "An Implementation Method of Automatic Metadata Extraction Method for Music Data and Its Application to Semantic Associative Search"John Wiley & Sons, Inc.Technical Typesetters. (To Appear). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Natori, T.Kitagawa, Z.-C.Shi, eds.: "In Search tor the Frontier of Computational and Applied Mathematics toward the 21st Century (Special Issue)"Journal of Computational and Applied Mathematics. Vol.159. 1-204 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 中西祟文, 北川高嗣, 清木康: "任意の印象語による顔の表情の自動合成方式の実現"情報処理学会論文誌. Vol.44, No.SIG8 (TOD18). 21-36 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Nakanishi, T.Kitagawa, Y.Kiyoki: "An Implementation Method of Associative Search for Heterogenous Mediadata Utilizing the Mathematical Model of Meaning and its Application to Image Data and Facial Expression"2003 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing. 613-618 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Sakurai, H.Sugiura: "A Projection Method for Generalized Eigenvalue Problems"J.Comput.Appl.Math.. Vol.159. 119-128 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] X.Niu, T.Sakurai: "A Method for Finding the Zeros of Polynomails Using a Companion Matrix"Japan J.Indust.Appl.Math.. Vol.20. 239-256 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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