Development of a Framework of Target-Oriented Decision Analysis and Its Application

2009 Fiscal Year Final Research Report

• Project/Area Number: 19500174
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Sensitivity informatics/Soft computing
• Research Institution: Japan Advanced Institute of Science and Technology
• Principal Investigator: NAKAMORI Yoshiteru Japan Advanced Institute of Science and Technology, 知識科学研究科, 教授 (30148598)
• Co-Investigator(Kenkyū-buntansha): HUYNH Nam van 北陸先端科学技術大学院大学, 知識科学研究科, 助教 (00362020)
• Project Period (FY): 2007 – 2009
• Keywords: 感性情報学 / 解析・評価 / 意思決定問題 / 暗黙知と形式知 / 伝統産業

Research Abstract

目標志向意思決定分析における様々な属性の統一的扱いを可能にするフレームワークを構築した。それにより、ファジィ目標志向意決定アプローチを不確実性を伴う多属性意思決定分析へ拡張することを可能にした。また、意思決定者の目標に対する態度と効用関数で表されたリスクに対する態度の間の興味深い関連性を確立した。応用として、属性が人間の知覚の美的側面を反映して感性的に評価される伝統工芸品(九谷焼、山中漆器)の消費者志向の評価モデルを構築した。

Research Products

• [Journal Article] Notes on Reducing algorithm complexity for computing an aggregate uncertainty measure (2010)
  • Author(s): V.N. Huynh, Y. Nakamori
  • Journal Title: IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans 40(1) Pages: 205-209
  • Peer Reviewed
• [Journal Article] Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis (2008)
  • Author(s): H.B. Yan, V.N. Huynh, T. Murai, Y. Nakamori
  • Journal Title: Information Sciences 178(21) Pages: 4080-4093
  • Peer Reviewed
• [Journal Article] A behavioral decision model based on fuzzy targets in decision making using weather information (2008)
  • Author(s): A. Hiramatsu, V.N. Huynh, Y. Nakamori
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics 12(5) Pages: 435-442
  • Peer Reviewed
• [Journal Article] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making (2008)
  • Author(s): V.N. Huynh, Y. Nakamori, J. Lawry
  • Journal Title: IEEE Transactions on Fuzzy Systems 16(2) Pages: 371-387
  • Peer Reviewed
• [Journal Article] Decision making under uncertainty with fuzzy targets (2007)
  • Author(s): V.N. Huynh, Y. Nakamori, M. Ryoke, T.B. Ho
  • Journal Title: Fuzzy Optimization and Decision Making 6(3) Pages: 255-278
  • Peer Reviewed
• [Journal Article] A target-based decision making approach to consumer-oriented evaluation model for Japanese traditional crafts
  • Author(s): V.N. Huynh, H.B. Yan, Y. Nakamori
  • Journal Title: IEEE Transactions on Engineering Management (in press)
  • Peer Reviewed
• [Presentation] Target- oriented decision analysis with different target preferences (2009)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: The 6th International Conference on Modeling Decisions for Artificial Intelligence
  • Place of Presentation: Awaji Island, Japan
  • Year and Date: 20091130-20091202
• [Presentation] Decision analysis with hybrid uncertain performance targets (2009)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: IEEE International Conference on Systems, Man, and Cybernetics
  • Place of Presentation: San Antonio, Texas, USA
  • Year and Date: 20091011-20091014
• [Presentation] A new justification of Hurwicz optimism-pessimism approach and its use in group decision making (2009)
  • Author(s): V.N. Huynh, Y. Nakamori, C. Hu, V. Kreinovich
  • Organizer: The 39th International Symposium on Multiple-Valued Logic
  • Place of Presentation: Okinawa, Japan
  • Year and Date: 20090521-20090523
• [Presentation] Subjective evaluation using fuzzy targets (2008)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: The 8th International FLINS Conference
  • Place of Presentation: Madrid, Spain, in D. Ruan
  • Year and Date: 20080221-20080224
• [Presentation] Multi- criteria decision making with fuzzy targets (2007)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: The 8th International Symposium on Knowledge and System Sciences
  • Place of Presentation: Ishikawa, Japan
  • Year and Date: 20071105-20071107
• [Book] Interval/ Probabilistic Uncertainty and Non-Classical Logics(V. Kreinovich, H. T. Nguyen) (2008)
  • Author(s): V. N. Huynh, Y. Nakamori, H. Ono, J. Lawry
  • Publisher: Springer-Verla
• [Book] A probability-based approach to consumer oriented evaluation of traditional craft items using kansei data(V. N. Huynh, Y.) (2008)
  • Author(s): H. B. Yan, V. N. Huynh, Y. Nakamori
  • Total Pages: 326-340
  • Publisher: Springer-Verlag
• [Book] An AI-Based Approach(G. Phillips-Wren, N.) (2008)
  • Author(s): V. N. Huynh, Y. Nakamori, T. Murai
  • Total Pages: 135-155
  • Publisher: Springer-Verlag
• [Book] Knowledge representation and multiple criteria aggregation(Age, A. P. Wierzbicki, Y. Nakamori) (2007)
  • Author(s): W. Traczyk, A. P. Wierzbicki, V. N. Huynh
  • Total Pages: 279-318
  • Publisher: Springer-Verlag