Yamaguchi Kenji 山口健二

… Alternative Names

山口健二ヤマグチケンジ

YAMAGUCHI Kenji 山口健二

Less

Researcher Number	50582285
Other IDs
Affiliation (Current)	2025: 日本大学, 経済学部, 講師
Affiliation (based on the past Project Information) *help	2022 – 2023: 日本大学, 経済学部, 講師 2020 – 2021: お茶の水女子大学, サイエンス&エデュケーションセンター, 特任講師 2017: お茶の水女子大学, 理学部, 学部教育研究協力員
Review Section/Research Field	Except Principal Investigator Basic Section 07080:Business administration-related / Management
Keywords	Except Principal Investigator 可視化 / SCM / 有意性と重要性 / 回帰と分類 / 企業行動特性抽出 / 企業行動分析 / レジリエンス / 回帰分析の可視化 / 企業分析 / SHAPアプローチ … More / 企業行動行動 / 特性関数 / XAI / SHAP / 企業行動構造 / 時価総額 / 有形固定資産回転率 / 棚卸資産回転率 / 説明可能AI / Shapley値 / 回帰分析 / 機械学習 / 企業行動特性 / 統計モデル / 需要予測 / ハイパフォーマンス / 価値創造プロセス / インダストリ―４．０ / 経営プロセス / ＩＴ活用 / 在庫管理 / IT / Ｉｎｄｕｓｔｒｙ４．０ / 価値創造 / 需要変動 / 在庫量 / I.O.T. / インダストリー4.0 / サプライチェーン / 需要マッチング / オペレーション / リードタイム / 規範性 / IoT / インダストリ４．０ / IT活用 Less

Research on analysis of corporate behavior structure by machine learning
- Principal Investigator
  
  Shirota Yukari
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 07080:Business administration-related
- Research Institution
  Gakushuin University
Leverage by information technology on management processes - Concrete recommendation of IT usage -
- Principal Investigator
  
  Shirota Yukari
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Management
- Research Institution
  Gakushuin University

All 2023 2022 2020 2017

All Journal Article Presentation

[Journal Article] Relationship Analysis Between Stock Prices and Financial Statements in the Automobile Industry2023
- Author(s)
  Yamaguchi Kenji
- Journal Title
  
  Proc. of 4th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) IEEE
  
  Volume: 0 Pages: 442-445
- DOI
  10.1109/iiai-aai59060.2023.00091
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H01537
[Journal Article] Feature Importance Analysis in Global Manufacturing Industry2022
- Author(s)
  Kenji Yamaguchi
- Journal Title
  
  International Journal of Trade, Economics and Finance
  
  Volume: 13 Issue: 2 Pages: 28-35
- DOI
  10.18178/ijtef.2022.13.2.719
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H01537
[Journal Article] Feature Importance Analysis in Global Manufacturing Industry2022
- Author(s)
  Yamaguchi, K
- Journal Title
  
  International Journal of Trade, Economics Finance
  
  Volume: 13 Pages: 28-35
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H01537
[Journal Article] Classification of Japanese Electrical Equipment Manufacturing Industry Recovery Patterns after Disasters2020
- Author(s)
  Yamaguchi, K. and Y. Shirota
- Journal Title
  
  International Journal of Trade, Economics Finance
  
  Volume: 11 Pages: 150-155
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H01537
[Journal Article] Decline Patterns of Stock Prices by Disasters?Case Study of May 2019.2020
- Author(s)
  Yamaguchi, K. and Y. Shirota
- Journal Title
  
  International Journal of Trade, Economics Finance
  
  Volume: 11 Pages: 39-44
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H01537
[Journal Article] Stock prices fluctuation analysis of food companies after the Great East-Japan Earthquake: Application of random matrix theory2017
- Author(s)
  Yamaguchi Kenji、Shirota Yukari
- Journal Title
  
  2017 Twelfth International Conference on Digital Information Management (ICDIM)
  
  Volume: 1 Pages: 65-69
- DOI
  10.1109/icdim.2017.8244659
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K03619
[Presentation] 企業の適用パターンの可視化2017
- Author(s)
  山口健二，白田由香利，森田道也
- Organizer
  日本経営数学会秋季研究会
- Data Source
  KAKENHI-PROJECT-15K03619

1. Shirota Yukari (30337901)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
2. MORITA Michiya (10095490)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
3. 永島正康 (20745202)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 吉浦裕 (40361828)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. チャクラボルティバサビ (90305293)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 澤口聡子 (90235458)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. THUN Jörn-Hanrik

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. REINER Gerald

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. MACHUCA Jose A. D.

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Yamaguchi Kenji 山口 健二

山口 健二 ヤマグチ ケンジ

YAMAGUCHI Kenji 山口 健二

Research Projects

Research Products

Co-Researchers

Research on analysis of corporate behavior structure by machine learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Leverage by information technology on management processes - Concrete recommendation of IT usage -

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Relationship Analysis Between Stock Prices and Financial Statements in the Automobile Industry2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Feature Importance Analysis in Global Manufacturing Industry2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Feature Importance Analysis in Global Manufacturing Industry2022

Author(s)

Journal Title

Data Source

[Journal Article] Classification of Japanese Electrical Equipment Manufacturing Industry Recovery Patterns after Disasters2020

Author(s)

Journal Title

Data Source

[Journal Article] Decline Patterns of Stock Prices by Disasters?Case Study of May 2019.2020

Author(s)

Journal Title

Data Source

[Journal Article] Stock prices fluctuation analysis of food companies after the Great East-Japan Earthquake: Application of random matrix theory2017

Author(s)

Journal Title

DOI

Data Source

[Presentation] 企業の適用パターンの可視化2017

Author(s)

Organizer

Data Source

Yamaguchi Kenji 山口健二

山口健二ヤマグチケンジ

YAMAGUCHI Kenji 山口健二