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Hierarchical Analysis Method which Deals with Data represented in Subjective/Pluralistic Form and Its Application to Group Evaluation

Research Project

Project/Area Number 25330323
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Kansei informatics
Research InstitutionKyushu Institute of Technology

Principal Investigator

HORIO Keiichi  九州工業大学, 大学院生命体工学研究科, 准教授 (70363413)

Co-Investigator(Kenkyū-buntansha) ISOGAI Hirohisa  九州工業大学, 大学院情報工学研究院, 准教授 (70223055)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords関係データ / 定性的データ / 多元的データ / 心理尺度 / 競技成績 / データ解析 / フィードバック / 動機づけ / 定性的 / データ集合間の関係性 / 自己組織化マップ
Outline of Final Research Achievements

The objective of this study is to implement an analysis method which deals with a relational data represented in subjective/pluralistic form. To achieve the objective, we investigated a data representation method and a hierarchical analysis method. As a method to analyze the group, such as team sports, psychological measure of each player and the competition results were measured, we tried to analysis based on it. Psychological measure and the competition results are quite different in expressive form. We apply a Tensor SOM which is an extension of self-organizing map (SOM) to the data acquired, and we indicate a possibility a Tensor SOM is useful for analyzing this kind of data. In addition, to analysis of effect of the psychological state on the competition results, we indicate its possibility from both of psychological and data analysis approaches.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (5 results)

All 2015 2014 2013

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results) Presentation (2 results)

  • [Journal Article] The Cognitive Mechanisms of Multi-scale Perception for the Recognition of Extremely Similar Faces,2015

    • Author(s)
      Yasuomi D. Sato, Takao Nagatomi, Keiichi Horio, Hiroyuki Miyamoto
    • Journal Title

      Cognitive Computation

      Volume: 7 Issue: 5 Pages: 501-508

    • DOI

      10.1007/s12559-015-9321-4

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Human Tracking with Particle Filter Based on Locally Adaptive Appearance Model2014

    • Author(s)
      Sangeun Lee and Keiichi Horio
    • Journal Title

      Journal of Signal Processing

      Volume: 18 Issue: 4 Pages: 229-232

    • DOI

      10.2299/jsp.18.229

    • NAID

      130004678190

    • ISSN
      1342-6230, 1880-1013
    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Modified Real-Coded Genetic Algorithm Considering with Fitness-based Variability2014

    • Author(s)
      Yoshiaki Ueda, Keiichi Horio and Ryosuke Kubota
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 10 Pages: 1509-1518

    • NAID

      120005850558

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] A local Adaptive Image Descriptor for Human Tracking2014

    • Author(s)
      Sangeun Lee and Keiichi Horio
    • Organizer
      2014 RISP Int. Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Human Tracking Using Particle Filter with Reliable Appearance Model2013

    • Author(s)
      Sangeun Lee and Keiichi Horio
    • Organizer
      SICE Annual Conference
    • Place of Presentation
      Nagoya, Japan
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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