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A STUDY FOR CAPTURING DEEP IMPRESSION BY UNITING NATURAL LANGUAGE PROCESSING AND NETWORK CONSTRUCTION TECHNIQUES

Research Project

Project/Area Number 21700240
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Sensitivity informatics/Soft computing
Research InstitutionKobe University

Principal Investigator

YAMAMOTO Eiko  Kobe University, 工学研究科, 講師 (90450692)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2010: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2009: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords意味ネットワーク / ネットワーク構築 / 印象分析 / 自然言語処理 / 印象の源
Research Abstract

When designing products, designers need to create products that are congruent with the emotional feelings of users. This study assumes that there are some sorts of emotional "impressions", which a user derives from a product that is expected to affect user preference. In this study, we focus on deep impressions, which are defined as the impressions that are related to the deep feelings towards a product and lie under surface impressions. In order to capture the nature of deep impressions, we developed a method for constructing "virtual impression networks," which involve the notions of "structure" and "inexplicit impressions," using a semantic network. This paper, in particular, aims at understanding the manner in which people form impressions of preference. Our results indicated that it is possible to explain the difference between feelings of "like" and "dislike" using several indicators in the network theory of virtual impression networks. The process of forming the impressions of "like" is shown to differ from that of "dislike" at a deep impression level.

Report

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

    (11 results)

All 2011 2010 2009

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (10 results)

  • [Journal Article] デザインにおける創造的思考の構成的研究の試み-概念生成プロセスの構成的シミュレーション-2011

    • Author(s)
      田浦俊春・山本英子・Nor Fasiha Mohd Yusof・伍賀正典・永井由佳里・中島秀之
    • Journal Title

      認知科学 Vol.18, No.2(発行予定)

      Pages: 1-13

    • NAID

      10028269940

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Presentation] Understanding the Nature of Deep Impressions by Analyzing the Structure of Virtual Impression Networks2010

    • Author(s)
      田浦俊春
    • Organizer
      Design Computing and Cognition 2010
    • Place of Presentation
      University of Stuttgart, Germany.
    • Year and Date
      2010-07-14
    • Related Report
      2010 Final Research Report
  • [Presentation] Understanding the Nature of Deep Impressions by Analyzing the Structure of Virtual Impression Networks2010

    • Author(s)
      田浦俊春
    • Organizer
      Design Computing and Cognition 2010
    • Place of Presentation
      University of Stuttgart, Germany
    • Year and Date
      2010-07-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] Understanding the Nature of Deep Impressions by Analyzing the Structure of Virtual Impression Networks2010

    • Author(s)
      田浦俊春
    • Organizer
      DESIGN 2010
    • Place of Presentation
      Dubrovnik, Cavtat, Croatia.
    • Year and Date
      2010-05-18
    • Related Report
      2010 Final Research Report
  • [Presentation] Understanding the Nature of Deep Impressions by Analyzing the Structure of Virtual Impression Networks2010

    • Author(s)
      田浦俊春
    • Organizer
      DESIGN 2010
    • Place of Presentation
      DUBROVNIK, Cavtat, Croatia
    • Year and Date
      2010-05-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] ネットワーク理論による印象の構造分析2009

    • Author(s)
      Nor Fasiha Mohd Yusof
    • Organizer
      2009年度精密工学会秋季大会学術講演会
    • Place of Presentation
      神戸大学(兵庫県)
    • Year and Date
      2009-09-12
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 仮想的な連想ネットワークを用いた印象抽出2009

    • Author(s)
      阪山由衣子
    • Organizer
      2009年度精密工学会秋季大会学術講演会
    • Place of Presentation
      神戸大学(兵庫県)
    • Year and Date
      2009-09-12
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Virtual Modeling of Concept Generation Process for Understanding and Enhancing the Nature of Design Creativity2009

    • Author(s)
      山本英子
    • Organizer
      ICED'09 : International Conference on Engineering Design
    • Place of Presentation
      Stanford University, USA.
    • Year and Date
      2009-08-25
    • Related Report
      2010 Final Research Report
  • [Presentation] Virtual Modeling of Concept Generation Process for Understanding and Enhancing the Nature of Design Creativity2009

    • Author(s)
      山本英子
    • Organizer
      ICED'09 : International Conference on Engineering Design
    • Place of Presentation
      Stanford University, (USA)
    • Year and Date
      2009-08-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] ネットワーク分析を用いた印象抽出に関する研究2009

    • Author(s)
      阪山由衣子
    • Organizer
      日本デザイン学会第55回研究発表大会
    • Place of Presentation
      名古屋市立大学(愛知県)
    • Year and Date
      2009-06-27
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 創造性理解のための概念生成過程の仮想モデリング2009

    • Author(s)
      山本英子
    • Organizer
      日本デザイン学会第55回研究発表大会
    • Place of Presentation
      名古屋市立大学(愛知県)
    • Year and Date
      2009-06-27
    • Related Report
      2010 Final Research Report 2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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