YAMADA, Shu

写真a

Affiliation

Faculty of Science and Technology, Department of Industrial and Systems Engineering (Yagami)

Position

Professor

Related Websites

External Links

Career 【 Display / hide

  • 1993.04
    -
    1996.03

    東京理科大学, 工学部, 助手

  • 1996.04
    -
    1998.03

    東京都立科学技術大学, 工学部, 講師

  • 1998.04
    -
    2004.03

    Tokyo University of Science, 工学部, 講師,助教授

  • 2004.04
    -
    2016.03

    University of Tsukuba, Graduate school of business sciences, 助教授,教授,研究科長

  • 2016.04
    -
    Present

    慶應義塾大学, 理工学部, 教授

Academic Degrees 【 Display / hide

  • 工学修士, Tokyo University of Science, Coursework, 1898.03

  • Dr. Eng., Tokyo University of Science, Coursework, 1993.03

 

Research Areas 【 Display / hide

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Social systems engineering (顧客・社会との価値創造のためのデータサイエンス)

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Social systems engineering (Quality management)

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Safety engineering (Quality management)

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Safety engineering (顧客・社会との価値創造のためのデータサイエンス)

Research Keywords 【 Display / hide

  • Quality Management

  • Data science

  • Design of experiments

 

Books 【 Display / hide

  • 実験計画法ー過飽和計画の構成とデータ解析ー

    山田 秀, 共立出版, 2023.09

  • 実験計画法の活かし方ー技術開発事例とその秘訣ー

    山田 秀,葛谷和義,久保田享,澤田昌志,角谷幹彦,吉野睦, サイエンス社, 2023.09

  • JIS Q 9005:2023 解説と活用ガイド 経営・事業の持続的成功を実現する品質マネジメントシステム

    日本規格協会, 2023.06,  Page: 271

    Scope: 全体編集,第10章 Original author: 金子雅明,飯塚悦功,山田 秀編著

  • 統計学実践ワークブック,第20章 分散分析と実験計画法

    日本統計学会編, 学術図書出版社, 2020.05

  • 統計的データ解析の基本

    山田 秀,松浦 峻, サイエンス社, 2019.09,  Page: 315

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Papers 【 Display / hide

  • Verifying the Effect of Initial Sample Size in Bayesian Optimization

    Furuuchi, S. and Yamada, S.

    Total Quality Science 10, Accepted for publication 2024.05

    Research paper (scientific journal), Accepted

  • Structuring Clinical Knowledge in Rehabilitation after Cerebrovascular Disease

    加藤省吾, 水流聡子, 井手睦, 進藤晃, 矢作尚久, 山田秀

    日本臨床知識学会誌 5   39 - 42 2024.03

    Research paper (scientific journal), Last author, Accepted

  • Detecting unexpected scores of individual students in an examination based on past scores and current daily efforts

    Alauddin N., Tanaka S., Yamada S.

    TQM Journal (TQM Journal)  35 ( 8 ) 2485 - 2502 2023.12

    Research paper (scientific journal), Last author, Accepted,  ISSN  17542731

     View Summary

    Purpose: This paper proposes a model for detecting unexpected examination scores based on past scores, current daily efforts and trend in the current score of individual students. The detection is performed soon after the current examination is completed, which helps take immediate action to improve the ability of students before the commencement of daily assessments during the next semester. Design/methodology/approach: The scores of past examinations and current daily assessments are analyzed using a combination of an ANOVA, a principal component analysis and a multiple regression analysis. A case study is conducted using the assessment scores of secondary-level students of an international school in Japan. Findings: The score for the current examination is predicted based on past scores, current daily efforts and trend in the current score. A lower control limit for detecting unexpected scores is derived based on the predicted score. The actual score, which is below the lower control limit, is recognized as an unexpected score. This case study verifies the effectiveness of the combinatorial usage of data in detecting unexpected scores. Originality/value: Unlike previous studies that utilize attribute and background data to predict student scores, this study utilizes a combination of past examination scores, current daily efforts for related subjects and trend in the current score.

  • TQM model based on Deming prize for schools

    Alauddin N., Yamada S.

    International Journal of Quality and Service Sciences (Emerald)  14 ( 4 ) 635 - 651 2022.10

    Research paper (scientific journal), Accepted,  ISSN  1756669X

     View Summary

    urpose: This paper aims to develop a total quality management (TQM) model based on the Deming prize criteria extracted from the Deming Prize. The proposed model is aligned with the school education context and deployed with the goal of achieving school excellence. Design/methodology/approach: The model is developed based on a literature review in which key concepts for formulating the criteria and sub-criteria were identified. A qualitative research approach is applied to validate the model’s effectiveness. Interviews and feedback from an international school in Japan which adopted the model are used to determine its impact. Findings: The model emphasises the achievement of school objectives (A) by implementing TQM activities (B) and assessing their impact (C). Its implementation offers enhanced organisational ability and the achievement of society-oriented school objectives. The findings show that the model gives clarity to TQM application and offers benefits for schools’ future sustainability. Originality/value: This research proposes the adoption of a TQM model for educational institutions based on Deming criteria. Based on a comparison with prescriptive models such as Malcolm Baldrige National Quality Award and ISO 9001, this study shows how the developed model ensures organisational ability in current practice and future growth towards school excellence. Through the formulation of society-oriented school objectives and their linkage with results, it enables schools to create a balanced recognition of important stakeholders and gain consensus in realising the school’s objectives.

  • A comparative survey on the certification effect of Occupational Health and Safety Management System

    Kono, N., Kaneko, M., Saito, M, Makino, C. and Yamada, S.

    Total Quality Science 8 ( 2 ) 32 - 39 2022.06

    Research paper (scientific journal), Last author, Accepted

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Papers, etc., Registered in KOARA 【 Display / hide

Reviews, Commentaries, etc. 【 Display / hide

  • JSQC規格「プロセス保証の指針」

    YAMADA Shu

    品質 (日本品質管理学会)  47 ( 3 ) 39 - 43 2017.07

    Article, review, commentary, editorial, etc. (scientific journal), Single Work

  • コンピュータシミュレーションにおける実験計画法の文法

    YAMADA Shu

    品質 37 ( 1 ) 24 - 32 2008.01

    Article, review, commentary, editorial, etc. (scientific journal), Single Work

  • SQC手法,タグチメソッド,そしてMTシステム

    YAMADA Shu

    クオリティマネジメント 58 ( 8 ) 44 - 57 2007.08

    Article, review, commentary, editorial, etc. (scientific journal), Single Work

  • イノベーション支援ツールとしてのSQC

    YAMADA Shu

    品質 37 ( 3 ) 265 - 269 2007.07

    Article, review, commentary, editorial, etc. (scientific journal), Single Work

  • A globalization dilemma in Japanese quality management

    YAMADA Shu

    PrQoceedings of Quality Management and Organizational Development conference 2006, Liverpool 10pages, CD-ROM 2006.08

    Other, Single Work

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Presentations 【 Display / hide

  • マネジメントシステムの第三者認証制度が目指すべき姿(2)

    YAMADA Shu

    第5回JABマネジメントシステムシンポジウム (東京都千代田区有楽町朝日ホール) , 

    2018.03

    Oral presentation (invited, special), 日本適合性認定協会(JAB)

  • マネジメントシステムの第三者認証制度が目指すべき姿

    YAMADA Shu

    JAB マネジメントシステム シンポジウム (有楽町朝日ホール,東京) , 

    2017.03

    Oral presentation (keynote), 日本適合性認定協会

  • Revisit Taguchi's supersaturated design and its data analysis 

    Yamada, S.

    Jeff Wu conference. Building Statistical Methodology and Theory 2014 (Huquan Hotel, Mile, Yunnan) , 

    2014.07

    Oral presentation (invited, special)

  • Application of statistical tools in digital engineering for quality management

    YAMADA Shu

    August 24, 2009, University of Verona, 

    2009.08

    Oral presentation (invited, special)

  • Key factors success in Japanese quality management

    YAMADA Shu

    Jan. 29, Hong Kong Baptist University, MBA executive seminar., 

    2008.01

    Oral presentation (invited, special)

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Research Projects of Competitive Funds, etc. 【 Display / hide

  • バナナの栽培,追熟,市場データ収集と解析に関する研究

    2021.06
    -
    2022.03

    Joint research, Principal investigator

  • ISO第3者認証制度の社会における認識と対策に関する調査研究

    2020.09
    -
    2021.03

    Joint research, Principal investigator

  • バナナの栽培,追熟のデータ収集と解析に関する研究

    2020.06
    -
    2021.03

    Joint research, Principal investigator

  • Promoting Total Quality Management for school excellence

    2019.09
    -
    2023.03

    Yamada, Shu, Joint research, Principal investigator

  • バナナの栽培のデータ収集と解析に関する研究

    2019.06
    -
    2020.03

    Joint research, Principal investigator

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Awards 【 Display / hide

  • IEC(国際電気標準会議)1906賞

    2016.10, 経済産業省、日本工業標準調査会

    Type of Award: Other

     View Description

    コンビナーとして、IEC/TC111 とISO/TC207(環境管理)で共同開発している環境配慮設計に関する規格開発において、リーダーシップを発揮し、標準化活動に貢献。

  • 工業標準化事業表彰経済産業大臣表彰

    2016.10, 経済産業省

    Type of Award: Other

     View Description

    ISO/TC176(品質管理及び品質保証)、ISO/TC69(統計的方法の適用)、IEC/TC111(電気・電子機器、システムの環境規格)等に長く携わり、特にISO9001(品質マネジメントシステム-要求事項)の改正には日本代表として、IECの環境設計に関する規格には国際主査として大きく貢献。国内では、ISO19011(マネジメントシステム監査のための指針)対応WG主査、品質マネジメントシステム規格国内委員会副委員長、IEC/TC111国内委員会委員長等を務め、JIS策定等に貢献。

  • 2009年度日本工学教育協会賞

    2010.08, 日本工学教育協会

  • 2009年度日経品質管理文献賞

    2009.11, 日本科学技術連盟

  • 2007年度日経品質管理文献賞

    2007.11, 日本科学技術連盟

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Courses Taught 【 Display / hide

  • STATISTICAL ANALYSIS

    2024

  • SEMINAR IN INDUSTRIAL AND SYSTEMS ENGINEERING

    2024

  • SCIENCE TECHNOLOGY AND SOCIETY

    2024

  • OPEN SYSTEMS MANAGEMENT: LECTURE AND LABORATORIES

    2024

  • LABORATORIES IN INDUSTRIAL AND SYSTEMS ENGINEERING (5)

    2024

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Courses Previously Taught 【 Display / hide

  • 応用実験計画法特論

    Keio University

    2017.04
    -
    2018.03

    Autumn Semester, Lecture, Within own faculty

  • 応用統計学

    Keio University

    2017.04
    -
    2018.03

    Autumn Semester, Lecture, Within own faculty

  • 統計解析

    Keio University

    2017.04
    -
    2018.03

    Autumn Semester, Lecture, Within own faculty

 

Memberships in Academic Societies 【 Display / hide

  • American Statistical Association, 

    1993.04
    -
    Present
  • The American Society for Quality, 

    1993.04
    -
    Present
  • 応用統計学会, 

    1990.04
    -
    Present
  • 一般社団法人 日本品質管理学会, 

    1989.04
    -
    Present

Committee Experiences 【 Display / hide

  • 2014.10
    -
    2016.09

    日本工業標準調査会臨時委員, 経済産業省産業技術環境局

  • 2014.09
    -
    Present

    環境管理企画審議委員会委員, 日本規格協会

  • 2014.09
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    2015.03

    平成26年度管理図JIS原案作成委員会委員, 日本規格協会

  • 2014.07
    -
    Present

    ISO/TC69/SC4 国内委員会委員, 日本規格協会

  • 2014.07
    -
    Present

    ISO/TC69 本委員会委員, 日本規格協会

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