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Research on multiattribute evaluation systems under uncertainty

Research Project

Project/Area Number 20500202
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionJapan Advanced Institute of Science and Technology

Principal Investigator

HUYNH NamVan  Japan Advanced Institute of Science and Technology, 知識科学研究科, 助教 (00362020)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2008: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords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
Research Abstract

We have developed an integrated framework for representing information with different types of uncertainty in multi-attribute decision-making problems. Then we have developed a target-oriented multiple attribute evaluation model with application to evaluation of Japanese traditional crafts so as to provide personalized recommendations using so-called kansei features and preferences specified by consumers. Finally, we have developed a new linguistic screening evaluation model for new-product development, which overcomes the limitations of the previous fuzzy logic-based screening evaluation model.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (40 results)

All 2011 2010 2009 2008 Other

All Journal Article (19 results) (of which Peer Reviewed: 19 results) Presentation (16 results) Book (4 results) Remarks (1 results)

  • [Journal Article] A linguistic screening evaluation model in new product development2011

    • Author(s)
      V.N.Huynh, Y.Nakamori.
    • Journal Title

      IEEE Transactions on Engineering Management 58(1)

      Pages: 165-175

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A probabilistic model for linguistic multi-expert decision making involving semantic overlapping2011

    • Author(s)
      H.B.Yan, V.N.Buynh, Y.Nakamori.
    • Journal Title

      Expert Systems with Applications 38(7)

      Pages: 8901-8912

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] On prioritized weighted aggregation in multi-criteria decision making2011

    • Author(s)
      H.B.Yan, V.N.Huynh, Y.Nakamori, T.Murai.
    • Journal Title

      Expert Systems with Applications 38(1)

      Pages: 812-823

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A linguistic screening evaluation model in new product development2011

    • Author(s)
      V.N.Huynh, Y.Nakamori
    • Journal Title

      IEEE Transactions on Engineering Management

      Volume: 58 Pages: 165-175

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A probabilistic model for linguistic multi-expert decision making involving semantic overlapping2011

    • Author(s)
      H.B.Yan, V.N.Huynh, Y.Nakamori
    • Journal Title

      Expert Systems with Applications

      Volume: 38 Pages: 8901-8912

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On prioritized weighted aggregation in multi-criteria decision making2011

    • Author(s)
      H.B.Yan, V.N.Huynh, Y.Nakamori, T.Murai
    • Journal Title

      Expert Systems with Applications

      Volume: 38 Pages: 812-823

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Notes on Reducing algorithm complexity for computing an aggregate uncertainty measure2010

    • 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

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A target-based decision making approach to consumer-oriented evaluation model for Japanese traditional crafts2010

    • Author(s)
      V.N.Huynh, H.B.Yan, Y.Nakamori.
    • Journal Title

      IEEE Transactions on Engineering Management 57(4)

      Pages: 575-588

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Adaptively entropy-based weighting classifiers in combination using Dempster-Shafer theory for word sense disambiguation2010

    • Author(s)
      V.N.Huynh, T.T.Nguyen, A.C.Le.
    • Journal Title

      Computer Speech and Language 24(3)

      Pages: 461-473

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A target-based decision making approach to consumer-oriented evaluation model for Japanese traditional crafts2010

    • Author(s)
      V.N.Huynh, H.B.Yan, Y.Nakamori
    • Journal Title

      IEEE Transactions on Engineering Management

      Volume: 57 Pages: 575-588

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [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

      Pages: 205-209

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptively entropy-based weighting classifiers in combination using Dempster-Shafer theory for word sense disambiguation2010

    • Author(s)
      V.N.Huynh, T.T.Nguyen, A.C.Le
    • Journal Title

      Computer Speech and Language 24

      Pages: 461-473

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Target-oriented decision analysis with different target preferences2009

    • Author(s)
      H.Yan, V.N.Huynh, Y.Nakamori
    • Journal Title

      Lecture Notes in Computer Science 5861

      Pages: 182-193

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making2008

    • Author(s)
      V.N.Huynh, Y.Nakamori, J.Lawry.
    • Journal Title

      IEEE Transactions on Fuzzy Systems 16(2)

      Pages: 371-387

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis2008

    • Author(s)
      H.B.Yan, V.N.Huynh, T.Murai, Y.Nakamori.
    • Journal Title

      Information Sciences 178(21)

      Pages: 4080-4093

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Kansei evaluation based on prloritized multi-attribute fuzzy target-oriented decision analysis2008

    • Author(s)
      H. B. Yan, V. N. Huynh, T. Murai, Y. Nakamori
    • Journal Title

      Inforaation Sciences 178

      Pages: 4080-4093

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making2008

    • Author(s)
      V. N. Huynh, Y. Nakamori, J. Lawry
    • Journal Title

      IEEE Transactions on Fuzzy Systeas 16

      Pages: 371-387

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Semi-supervised learning integrated with classifier combination for word sense disambiguation2008

    • Author(s)
      A. C. Le, A. ShImazu, V. N. Huynh, L. M. Nguyen
    • Journal Title

      Computer Speech and Language 22

      Pages: 330-345

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A behavioral decision model based on fuzzy targets in decision making using weather information2008

    • Author(s)
      A. Hiramatsu, V. N. Huynh, Y. Nakamorl
    • Journal Title

      Journal of Advanced Comptational Intelligence and Intelligent Informatics 12

      Pages: 435-442

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] A comparative study of target-based evaluation of traditional craft patterns using kansei data2010

    • Author(s)
      V.N.Huynh, Y.Nakamori, H.B.Yan.
    • Organizer
      The 4^<th> International Conference on Knowledge Science, Engineering and Management(LNCS 6291,160-173)(Y.Bi, M.Williams(Eds.))(Springer-Verlag)
    • Place of Presentation
      Belfast, UK
    • Related Report
      2010 Final Research Report
  • [Presentation] A comparative study of target-based evaluation of traditional craft patterns using kansei data2010

    • Author(s)
      V.N.Huynh
    • Organizer
      The 4^<th>International Conference on Knowledge Science, Engineering and Management(KSEM 2010)
    • Place of Presentation
      Belfast, UK
    • Related Report
      2010 Annual Research Report
  • [Presentation] Multiattribute decision making under mixed evaluations with uncertainty : A unified evidential reasoning approach2010

    • Author(s)
      V.N.Huynh
    • Organizer
      The 2^<th>International Conference on Intelligent Human-Machine Systems and Cybernetics
    • Place of Presentation
      Nanjing, China(Invited)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Discounting and combination scheme in evidence theory for dealing with conflict in information fusion2009

    • Author(s)
      V.N.Huynh.
    • Organizer
      The 6^<th> International Conference on Modeling Decisions for Artificial Intelligence(LNCS 5861,217-230)(V.Torra, Y.Narukawa, M.Inuiguchi(Eds.))(Springer-Verlag)
    • Place of Presentation
      Awaji Island, Japan
    • Related Report
      2010 Final Research Report
  • [Presentation] Target-oriented decision analysis with different target preferences2009

    • Author(s)
      H.B.Yan, V.N.Huynh, Y.Nakamori.
    • Organizer
      The 6^<th> International Conference on Modeling Decisions for Artificial Intelligence(LNCS 5861,182-193)(V.Torra, Y.Narukawa, M.Inuiguchi(Eds.))(Springer-Verlag)
    • Place of Presentation
      Awaji Island, Japan
    • Related Report
      2010 Final Research Report
  • [Presentation] Decision analysis with hybrid uncertain performance targets2009

    • Author(s)
      H.B.Yan, V.N.Huynh, Y.Nakamori.
    • Organizer
      IEEE International Conference on Systems, Man and Cybernetics(4360-4365)
    • Place of Presentation
      San Antonio, USA
    • Related Report
      2010 Final Research Report
  • [Presentation] Decision making using early warning information on extreme weather2009

    • Author(s)
      A.Hiramatsu, V.N.Huynh, Y.Nakamori.
    • Organizer
      IEEE International Conference on Systems, Man and Cybernetics(4668-4672)
    • Place of Presentation
      San Antonio, USA
    • Related Report
      2010 Final Research Report
  • [Presentation] On decision making under interval uncertainty : 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(214-220)
    • Place of Presentation
      Naha, Japan
    • Related Report
      2010 Final Research Report
  • [Presentation] On decision making under interval uncertainty : A new justification of Hurwicz optimism-pessimism approach and its use in group decision making2009

    • Author(s)
      V.N.Huynh
    • Organizer
      The 39th International Symposium on Multiple-Valued Logic (ISMVL 2009)
    • Place of Presentation
      Okinawa, Japan
    • Related Report
      2009 Annual Research Report
  • [Presentation] Decision analysis with hybrid uncertain performance targets2009

    • Author(s)
      V.N.Huynh
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics (SMC 2009)
    • Place of Presentation
      San Antonio, Texas, USA
    • Related Report
      2009 Annual Research Report
  • [Presentation] Discounting and combination scheme in evidence theory for dealing with conflict in information fusion2009

    • Author(s)
      V.N.Huynh
    • Organizer
      The 6^<th> International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2009)
    • Place of Presentation
      Awaji Island, Japan
    • Related Report
      2009 Annual Research Report
  • [Presentation] Two-tuple linguistic screening evaluation at the front end in new product development2008

    • Author(s)
      V.N.Huynh, Y.Nakamori.
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics(1770-1775)
    • Place of Presentation
      Singapore
    • Related Report
      2010 Final Research Report
  • [Presentation] Two-tuple linguistic screening evaluation at the front end in new product development2008

    • Author(s)
      V. N. Huynh
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)
    • Place of Presentation
      Singapore
    • Related Report
      2008 Annual Research Report
  • [Presentation] Multiple attribute decision making with uncertainty using the ER approach and OWA operator2008

    • Author(s)
      V. N. Hu. ynh
    • Organizer
      The 9^<th> International Syniposiua on Knowledge and Sys tems Sciences (KSS 2008)
    • Place of Presentation
      Guangzhou, China
    • Related Report
      2008 Annual Research Report
  • [Presentation] A benchmarking procedure for ranking fuzzy numbers and its application2008

    • Author(s)
      V. N. Huynh
    • Organizer
      Seventh Vietnam Mathematical Congress
    • Place of Presentation
      Qui Nhon, Vietnam
    • Related Report
      2008 Annual Research Report
  • [Presentation] Target-oriented evaluation and decision models with applications (keynote speech)2008

    • Author(s)
      V. N. Huynh
    • Organizer
      International Syniposiumon Computational IntelIigence and Design (ISCID 2008)
    • Place of Presentation
      Wuhan, China
    • Related Report
      2008 Annual Research Report
  • [Book] ADVANCES IN INTELLIGENT AND SOFT COMPUTING 68(Integrated Uncertainty Management and Applications)2010

    • Author(s)
      V.N.Huynh, Y.Nakamori, J.Lawry, M.Inuiguchi(Eds.)
    • Total Pages
      560
    • Publisher
      Springer-Verlag
    • Related Report
      2010 Final Research Report
  • [Book] Integrated Uncertainty Management and Applications2010

    • Author(s)
      V.N.Huynh, Y.Nakamori, J.Lawry, M.Inuiguchi(Eds.)
    • Total Pages
      560
    • Publisher
      Springer
    • Related Report
      2010 Annual Research Report
  • [Book] ADVANCES IN INTELLIGENT AND SOFT COMPUTING 46(Interval/Probabilistic Uncertainty and Non-Classical Logics)2008

    • Author(s)
      V.N.Huynh, Y.Nakamori, H.Ono, J.Lawry, V.Kreinovich, H.T.Nguyen(Eds.)
    • Total Pages
      375
    • Publisher
      Springer-Verlag
    • Related Report
      2010 Final Research Report
  • [Book] Intelligent Decision Making : An AI-Based Approach(Decision analysis with fuzzy targets.)(G.Phillips-Wren, N.Ichalkaranje, L.Jain(Eds.))2008

    • Author(s)
      V.N.Huynh, Y.Nakamori, T.Murai.
    • Publisher
      Springer-Verlag
    • Related Report
      2010 Final Research Report
  • [Remarks] ホームページ等

    • URL

      http://www.jaist.ac.jp/profiles/info.php?profile_id=00370

    • Related Report
      2010 Final Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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