不確実性下における多属性評価システムに関する研究

• 研究課題/領域番号: 20500202
• 研究種目: 基盤研究(C)
• 配分区分: 補助金
• 応募区分: 一般
• 研究分野: 感性情報学・ソフトコンピューティング
• 研究機関: 北陸先端科学技術大学院大学
• 研究代表者: ヒュン ナムヤン (HUYNH NAM VAN / HUYNH Nam Van / HUYNH NamVan) 北陸先端科学技術大学院大学, 知識科学研究科, 助教 (00362020)
• 研究期間 (年度): 2008 – 2010
• 研究課題ステータス: 完了 (2010年度)
• 配分額: 4,550千円 (直接経費: 3,500千円、間接経費: 1,050千円); 2010年度: 1,300千円 (直接経費: 1,000千円、間接経費: 300千円); 2009年度: 1,300千円 (直接経費: 1,000千円、間接経費: 300千円); 2008年度: 1,950千円 (直接経費: 1,500千円、間接経費: 450千円)
• キーワード: 感性情報学 / 解析・評価 / 意思決定 / 不確実性 / 情報融合 / ファジィ集合 / 多属性意思決定

研究概要

多属性意思決定分析において、不確実性を伴う異なったタイプの情報を代表させるための統合的フレームワークを構築した。さらに、目標指向型多属性評価モデルを構築して日本の伝統工芸品の評価に応用し、いわゆる「感性」的特徴と消費者それぞれの好みを使って伝統工芸品を個人別に推薦した。最後に、新製品開発を言葉によって選別評価する新たなモデルを構築し、従来のファジィ理論に基づく選別評価モデルの限界を克服した。

研究成果

• [雑誌論文] A linguistic screening evaluation model in new product development (2011)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori.
  • 雑誌名: IEEE Transactions on Engineering Management 58(1) ページ: 165-175
  • 査読あり
• [雑誌論文] A probabilistic model for linguistic multi-expert decision making involving semantic overlapping (2011)
  • 著者名/発表者名: H.B.Yan, V.N.Buynh, Y.Nakamori.
  • 雑誌名: Expert Systems with Applications 38(7) ページ: 8901-8912
  • 査読あり
• [雑誌論文] On prioritized weighted aggregation in multi-criteria decision making (2011)
  • 著者名/発表者名: H.B.Yan, V.N.Huynh, Y.Nakamori, T.Murai.
  • 雑誌名: Expert Systems with Applications 38(1) ページ: 812-823
  • 査読あり
• [雑誌論文] A linguistic screening evaluation model in new product development (2011)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori
  • 雑誌名: IEEE Transactions on Engineering Management 巻: 58 ページ: 165-175
  • 査読あり
• [雑誌論文] A probabilistic model for linguistic multi-expert decision making involving semantic overlapping (2011)
  • 著者名/発表者名: H.B.Yan, V.N.Huynh, Y.Nakamori
  • 雑誌名: Expert Systems with Applications 巻: 38 ページ: 8901-8912
  • 査読あり
• [雑誌論文] On prioritized weighted aggregation in multi-criteria decision making (2011)
  • 著者名/発表者名: H.B.Yan, V.N.Huynh, Y.Nakamori, T.Murai
  • 雑誌名: Expert Systems with Applications 巻: 38 ページ: 812-823
  • 査読あり
• [雑誌論文] Notes on Reducing algorithm complexity for computing an aggregate uncertainty measure (2010)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori.
  • 雑誌名: IEEE Transactions on Systems, Man and Cybernetics-Part A : Systems and Humans 40(1) ページ: 205-209
  • 査読あり
• [雑誌論文] A target-based decision making approach to consumer-oriented evaluation model for Japanese traditional crafts (2010)
  • 著者名/発表者名: V.N.Huynh, H.B.Yan, Y.Nakamori.
  • 雑誌名: IEEE Transactions on Engineering Management 57(4) ページ: 575-588
  • 査読あり
• [雑誌論文] Adaptively entropy-based weighting classifiers in combination using Dempster-Shafer theory for word sense disambiguation (2010)
  • 著者名/発表者名: V.N.Huynh, T.T.Nguyen, A.C.Le.
  • 雑誌名: Computer Speech and Language 24(3) ページ: 461-473
  • 査読あり
• [雑誌論文] A target-based decision making approach to consumer-oriented evaluation model for Japanese traditional crafts (2010)
  • 著者名/発表者名: V.N.Huynh, H.B.Yan, Y.Nakamori
  • 雑誌名: IEEE Transactions on Engineering Management 巻: 57 ページ: 575-588
  • 査読あり
• [雑誌論文] Notes on "Reducing algorithm complexity for computing an aggregate uncertainty measure" (2010)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori
  • 雑誌名: IEEE Transactions on Systems, Man and Cybernetics - Part A : Systems and Humans 40 ページ: 205-209
  • 査読あり
• [雑誌論文] Adaptively entropy-based weighting classifiers in combination using Dempster-Shafer theory for word sense disambiguation (2010)
  • 著者名/発表者名: V.N.Huynh, T.T.Nguyen, A.C.Le
  • 雑誌名: Computer Speech and Language 24 ページ: 461-473
  • 査読あり
• [雑誌論文] Target-oriented decision analysis with different target preferences (2009)
  • 著者名/発表者名: H.Yan, V.N.Huynh, Y.Nakamori
  • 雑誌名: Lecture Notes in Computer Science 5861 ページ: 182-193
  • 査読あり
• [雑誌論文] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making (2008)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori, J.Lawry.
  • 雑誌名: IEEE Transactions on Fuzzy Systems 16(2) ページ: 371-387
  • 査読あり
• [雑誌論文] Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis (2008)
  • 著者名/発表者名: H.B.Yan, V.N.Huynh, T.Murai, Y.Nakamori.
  • 雑誌名: Information Sciences 178(21) ページ: 4080-4093
  • 査読あり
• [雑誌論文] Kansei evaluation based on prloritized multi-attribute fuzzy target-oriented decision analysis (2008)
  • 著者名/発表者名: H. B. Yan, V. N. Huynh, T. Murai, Y. Nakamori
  • 雑誌名: Inforaation Sciences 178 ページ: 4080-4093
  • 査読あり
• [雑誌論文] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making (2008)
  • 著者名/発表者名: V. N. Huynh, Y. Nakamori, J. Lawry
  • 雑誌名: IEEE Transactions on Fuzzy Systeas 16 ページ: 371-387
  • 査読あり
• [雑誌論文] Semi-supervised learning integrated with classifier combination for word sense disambiguation (2008)
  • 著者名/発表者名: A. C. Le, A. ShImazu, V. N. Huynh, L. M. Nguyen
  • 雑誌名: Computer Speech and Language 22 ページ: 330-345
  • 査読あり
• [雑誌論文] A behavioral decision model based on fuzzy targets in decision making using weather information (2008)
  • 著者名/発表者名: A. Hiramatsu, V. N. Huynh, Y. Nakamorl
  • 雑誌名: Journal of Advanced Comptational Intelligence and Intelligent Informatics 12 ページ: 435-442
  • 査読あり
• [学会発表] A comparative study of target-based evaluation of traditional craft patterns using kansei data (2010)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori, H.B.Yan.
  • 学会等名: The 4^<th> International Conference on Knowledge Science, Engineering and Management(LNCS 6291,160-173)(Y.Bi, M.Williams(Eds.))(Springer-Verlag)
  • 発表場所: Belfast, UK
• [学会発表] A comparative study of target-based evaluation of traditional craft patterns using kansei data (2010)
  • 著者名/発表者名: V.N.Huynh
  • 学会等名: The 4^<th>International Conference on Knowledge Science, Engineering and Management(KSEM 2010)
  • 発表場所: Belfast, UK
• [学会発表] Multiattribute decision making under mixed evaluations with uncertainty : A unified evidential reasoning approach (2010)
  • 著者名/発表者名: V.N.Huynh
  • 学会等名: The 2^<th>International Conference on Intelligent Human-Machine Systems and Cybernetics
  • 発表場所: Nanjing, China(Invited)
• [学会発表] Discounting and combination scheme in evidence theory for dealing with conflict in information fusion (2009)
  • 著者名/発表者名: V.N.Huynh.
  • 学会等名: The 6^<th> International Conference on Modeling Decisions for Artificial Intelligence(LNCS 5861,217-230)(V.Torra, Y.Narukawa, M.Inuiguchi(Eds.))(Springer-Verlag)
  • 発表場所: Awaji Island, Japan
• [学会発表] Target-oriented decision analysis with different target preferences (2009)
  • 著者名/発表者名: H.B.Yan, V.N.Huynh, Y.Nakamori.
  • 学会等名: The 6^<th> International Conference on Modeling Decisions for Artificial Intelligence(LNCS 5861,182-193)(V.Torra, Y.Narukawa, M.Inuiguchi(Eds.))(Springer-Verlag)
  • 発表場所: Awaji Island, Japan
• [学会発表] Decision analysis with hybrid uncertain performance targets (2009)
  • 著者名/発表者名: H.B.Yan, V.N.Huynh, Y.Nakamori.
  • 学会等名: IEEE International Conference on Systems, Man and Cybernetics(4360-4365)
  • 発表場所: San Antonio, USA
• [学会発表] Decision making using early warning information on extreme weather (2009)
  • 著者名/発表者名: A.Hiramatsu, V.N.Huynh, Y.Nakamori.
  • 学会等名: IEEE International Conference on Systems, Man and Cybernetics(4668-4672)
  • 発表場所: San Antonio, USA
• [学会発表] On decision making under interval uncertainty : A new justification of Hurwicz optimism-pessimism approach and its use in group decision making. (2009)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori, C.Hu, V.Kreinovich.
  • 学会等名: The 39th International Symposium on Multiple Valued Logic(214-220)
  • 発表場所: Naha, Japan
• [学会発表] On decision making under interval uncertainty : A new justification of Hurwicz optimism-pessimism approach and its use in group decision making (2009)
  • 著者名/発表者名: V.N.Huynh
  • 学会等名: The 39th International Symposium on Multiple-Valued Logic (ISMVL 2009)
  • 発表場所: Okinawa, Japan
• [学会発表] Decision analysis with hybrid uncertain performance targets (2009)
  • 著者名/発表者名: V.N.Huynh
  • 学会等名: IEEE International Conference on Systems, Man, and Cybernetics (SMC 2009)
  • 発表場所: San Antonio, Texas, USA
• [学会発表] Discounting and combination scheme in evidence theory for dealing with conflict in information fusion (2009)
  • 著者名/発表者名: V.N.Huynh
  • 学会等名: The 6^<th> International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2009)
  • 発表場所: Awaji Island, Japan
• [学会発表] Two-tuple linguistic screening evaluation at the front end in new product development (2008)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori.
  • 学会等名: IEEE International Conference on Systems, Man, and Cybernetics(1770-1775)
  • 発表場所: Singapore
• [学会発表] Two-tuple linguistic screening evaluation at the front end in new product development (2008)
  • 著者名/発表者名: V. N. Huynh
  • 学会等名: IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)
  • 発表場所: Singapore
• [学会発表] Multiple attribute decision making with uncertainty using the ER approach and OWA operator (2008)
  • 著者名/発表者名: V. N. Hu. ynh
  • 学会等名: The 9^<th> International Syniposiua on Knowledge and Sys tems Sciences (KSS 2008)
  • 発表場所: Guangzhou, China
• [学会発表] A benchmarking procedure for ranking fuzzy numbers and its application (2008)
  • 著者名/発表者名: V. N. Huynh
  • 学会等名: Seventh Vietnam Mathematical Congress
  • 発表場所: Qui Nhon, Vietnam
• [学会発表] Target-oriented evaluation and decision models with applications (keynote speech) (2008)
  • 著者名/発表者名: V. N. Huynh
  • 学会等名: International Syniposiumon Computational IntelIigence and Design (ISCID 2008)
  • 発表場所: Wuhan, China
• [図書] ADVANCES IN INTELLIGENT AND SOFT COMPUTING 68(Integrated Uncertainty Management and Applications) (2010)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori, J.Lawry, M.Inuiguchi(Eds.)
  • 総ページ数: 560
  • 出版者: Springer-Verlag
• [図書] Integrated Uncertainty Management and Applications (2010)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori, J.Lawry, M.Inuiguchi(Eds.)
  • 総ページ数: 560
  • 出版者: Springer
• [図書] ADVANCES IN INTELLIGENT AND SOFT COMPUTING 46(Interval/Probabilistic Uncertainty and Non-Classical Logics) (2008)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori, H.Ono, J.Lawry, V.Kreinovich, H.T.Nguyen(Eds.)
  • 総ページ数: 375
  • 出版者: Springer-Verlag
• [図書] Intelligent Decision Making : An AI-Based Approach(Decision analysis with fuzzy targets.)(G.Phillips-Wren, N.Ichalkaranje, L.Jain(Eds.)) (2008)
  • 著者名/発表者名: V.N.Huynh, Y.Nakamori, T.Murai.
  • 出版者: Springer-Verlag
• [備考] ホームページ等
  • URL: http://www.jaist.ac.jp/profiles/info.php?profile_id=00370