Fujimoto Shouji 藤本祥二

… Alternative Names

藤本祥二フジモトショウジ

Less

Researcher Number	10756026
Other IDs
Affiliation (Current)	2025: 金沢学院大学, 情報工学部, 教授 2025: 金沢学院大学, 経済情報学部, 教授
Affiliation (based on the past Project Information) *help	2025: 金沢学院大学, 情報工学部, 教授 2022 – 2023: 金沢学院大学, 経済情報学部, 教授 2021 – 2022: 金沢学院大学, 経済情報学部, 准教授
Review Section/Research Field	Principal Investigator Basic Section 25010:Social systems engineering-related Except Principal Investigator Basic Section 25010:Social systems engineering-related
Keywords	Principal Investigator レプリケート / 機械学習 / 企業財務データ Except Principal Investigator 計算社会科学 / ミクロ的基礎づけ / 生産性 / 新型コロナウイルス / 経済変動 / 経済物理学 / 非Gibrat性 … More / Gibrat則 / 準反転対称性 / 反転対称性 / 対数正規分布 / ベキ則 / コピュラ / CatBoost / 労働生産性 / 機械学習 / 合成データ / 企業規模量 Less

Development of Artificial Intelligence Technology for Generating Human Mobility Trajectories in Rare Cases such as Disasters Using Transfer Learning
- Principal Investigator
  
  石川温
- Project Period (FY)
  2025 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Kanazawa Gakuin University
大規模企業財務データの網羅性向上に向けた機械学習によるレプリケート技術の開発Principal Investigator
- Principal Investigator
  
  藤本祥二
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Kanazawa Gakuin University
経済危機データの分析より構築するマクロ統計則および企業の生産性のミクロ的基礎づけ
- Principal Investigator
  
  石川温
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Kanazawa Gakuin University

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] RoBERTa Trained from Scratch on GPS Trajectory Data2023
- Author(s)
  Shouji Fujimoto, Atushi Ishikawa, and Takayuki Mizuno
- Journal Title
  
  2023 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
  
  Volume: - Pages: 656-639
- DOI
  10.1109/wi-iat59888.2023.00104
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K04557, KAKENHI-PROJECT-22K04609, KAKENHI-PROJECT-23K21018
[Journal Article] Statistical laws observed in earthquakes using mesh statistics: an econophysical point of view2023
- Author(s)
  Atushi Ishikawa, Shouji Fujimoto, and Takayuki Mizuno
- Journal Title
  
  Evolutionary and Institutional Economics Review
  
  Volume: - Issue: 2 Pages: 203-216
- DOI
  10.1007/s40844-023-00255-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K04557, KAKENHI-PROJECT-22K04609, KAKENHI-PROJECT-18H05217, KAKENHI-PROJECT-23K21018
[Journal Article] 移動軌跡が作る面積と外周の間の統計則と個人属性2023
- Author(s)
  石川温, 藤本祥二, 水野貴之, 田中良巳
- Journal Title
  
  J-Stage
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K04557
[Journal Article] 深層学習を用いた企業データ名寄せアルゴリズムの開発2023
- Author(s)
  藤本祥二, 石川温, 水野貴之
- Journal Title
  
  金沢学院大学紀要
  
  Volume: 21 Pages: 119-124
- Data Source
  KAKENHI-PROJECT-21K04557
[Journal Article] メッシュ統計を用いた地震に観られるベキ則と時間反転対称性－自然現象に観られる統計則－2023
- Author(s)
  石川温, 水野貴之, 藤本祥二
- Journal Title
  
  金沢学院大学紀要
  
  Volume: 21 Pages: 270-281
- Data Source
  KAKENHI-PROJECT-21K04557
[Journal Article] Generation of Individual Daily Trajectories by GPT-22022
- Author(s)
  Takayuki Mizuno, Shouji Fujimoto, and Atushi Ishikawa
- Journal Title
  
  Front. Phys.
  
  Volume: 10 Pages: 1021176-1021176
- DOI
  10.3389/fphy.2022.1021176
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04557, KAKENHI-PROJECT-22K04609, KAKENHI-PROJECT-23K21018
[Journal Article] Employee Number Dependence in Labor Productivity Distribution2022
- Author(s)
  Atushi Ishikawa, Takayuki Mizuno, and Shouji Fujimoto
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 16 Issue: 2 Pages: 465-477
- DOI
  10.1007/s12626-022-00121-z
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K04557, KAKENHI-PROJECT-22K04609, KAKENHI-PROJECT-18H05217, KAKENHI-PROJECT-23K21018
[Journal Article] Interpolation of non-random missing values in financial statements' big data using CatBoost2022
- Author(s)
  Shouji Fujimoto, Takayuki Mizuno, and Atushi Ishikawa
- Journal Title
  
  Journal of Computational Social Science
  
  Volume: 5 Issue: 2 Pages: 1281-1301
- DOI
  10.1007/s42001-022-00165-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04557, KAKENHI-PROJECT-22K04609, KAKENHI-PROJECT-18H05217, KAKENHI-PROJECT-23K21018
[Journal Article] Copula-Based Synthetic Data Generation in Firm-Size Variables2022
- Author(s)
  Shouji Fujimoto, Atushi Ishikawa, and Takayuki Mizuno
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 16 Issue: 2 Pages: 479-492
- DOI
  10.1007/s12626-022-00128-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K04557, KAKENHI-PROJECT-22K04609, KAKENHI-PROJECT-18H05217, KAKENHI-PROJECT-23K21018
[Journal Article] Statistical Properties of Labor Productivity Distributions2022
- Author(s)
  Atushi Ishikawa, Shouji Fujimoto, and Takayuki Mizuno
- Journal Title
  
  Front. Phys.
  
  Volume: 10 Pages: 848193-848193
- DOI
  10.3389/fphy.2022.848193
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04557, KAKENHI-PROJECT-18H05217, KAKENHI-PROJECT-23K21018
[Journal Article] 機械学習を用いた企業の前年度貸借対照表の勘定項目から次年度売上の予測2022
- Author(s)
  藤本祥二, 石川温, 水野貴之
- Journal Title
  
  金沢学院大学紀要
  
  Volume: 第20号 Pages: 140-151
- Data Source
  KAKENHI-PROJECT-21K04557
[Journal Article] 労働生産性及びその成長率分布に観られる統計的性質2022
- Author(s)
  石川温, 藤本祥二, 水野貴之
- Journal Title
  
  金沢学院大学紀要
  
  Volume: 第20号 Pages: 15-27
- Data Source
  KAKENHI-PROJECT-21K04557
[Journal Article] Quasi-Static Variation of Power-Law and Log-Normal Distributions of Urban Population2021
- Author(s)
  Ishikawa Atushi、Fujimoto Shouji、Ramos Arturo、Mizuno Takayuki
- Journal Title
  
  Entropy
  
  Volume: 23 Issue: 7 Pages: 908-908
- DOI
  10.3390/e23070908
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K22852, KAKENHI-PROJECT-21K04557
[Presentation] カープローブの大規模シンセティックデータの生成と共有2024
- Author(s)
  水野貴之, 藤本祥二, 石川温
- Organizer
  情報処理学会第86回全国大会
- Data Source
  KAKENHI-PROJECT-22K04609
[Presentation] 移動軌跡が作る面積と外周の間の統計則と個人属性2023
- Author(s)
  石川温, 藤本祥二, 水野貴之, 田中良巳
- Organizer
  経営課題にAIを！ビジネス・インフォマティクス研究会第24回研究会
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] RoBERTa Trained from Scratch on GPS Trajectory Data2023
- Author(s)
  Shouji Fujimoto, Atushi Ishikawa, and Takayuki Mizuno
- Organizer
  The 8th International Workshop on Application of Big Data for Computational Social Science (ABCSS2023 @ WI-IAT 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] メッシュ統計を用いたアメリカの地震に観られる統計性2023
- Author(s)
  石川温, 藤本祥二, 水野貴之
- Organizer
  2023年度mims研究集会「Data-driven Mathematical Science:経済物理学とその周辺」
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] 自己回帰型言語モデルによる個人の移動軌跡の生成2023
- Author(s)
  水野貴之, 堀込泰三, 藤本祥二, 石川温
- Organizer
  2023年度人工知能学会全国大会（第37回）
- Data Source
  KAKENHI-PROJECT-22K04609
[Presentation] Transformer-based Model of Individual Daily Trajectories employing GPT-2 Architecture2023
- Author(s)
  Takayuki Mizuno;Taizo Horikomi;Shouji Fujimoto;Atushi Ishikawa
- Organizer
  Conferance on Complex Systems 2023 (CCS2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] Generating Synthetic Data on Individual Daily Trajectories with an Autoregressive Language Model2023
- Author(s)
  Takayuki Mizuno, Taizo Horikomi, Shouji Fujimoto, Atushi Ishikawa
- Organizer
  9th International Conference on Computational Social Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] 生成系AIによる補間と生成 - 人の移動軌跡，金融時系列 -2023
- Author(s)
  水野貴之, 藤本祥二, 石川温
- Organizer
  2023年度mims研究集会「Data-driven Mathematical Science:経済物理学とその周辺」
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] RoBERTa Trained from Scratch on GPS Trajectory Data2023
- Author(s)
  Shouji Fujimoto, Atushi Ishikawa, Takayuki Mizuno
- Organizer
  The 8th International Workshop on Application of Big Data for Computational Social Science (satellite meeting of WI-IAT 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04609
[Presentation] 人の移動軌跡が描く多角形の面積と外周との統計的関係2023
- Author(s)
  石川温, 水野貴之, 藤本祥二, 田中良巳
- Organizer
  第3回計算社会科学会大会(CSS2024)
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] Transformer-based Model of Individual Daily Trajectories employing GPT-2 Architecture2023
- Author(s)
  Takayuki Mizuno, Taizo Horikomi, Shouji Fujimoto, Atushi Ishikawa
- Organizer
  Conference on Complex Systems 2023 (CCS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04609
[Presentation] 自然言語深層学習モデルを利用した人の移動軌跡の予測2023
- Author(s)
  藤本祥二, 水野貴之, 石川温
- Organizer
  2023年度mims研究集会「Data-driven Mathematical Science:経済物理学とその周辺」
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] Neural probabilistic modeling of individual daily trajectories2022
- Author(s)
  Takayuki Mizuno , Shouji Fujimoto , Atushi Ishikawa
- Organizer
  Migration and Mobility Research in the Digital Era (MIMODE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04609
[Presentation] GPT-2によるAI BOTと移動軌跡ジェネレーター2022
- Author(s)
  水野貴之, 藤本祥二, 石川温
- Organizer
  MIMS共同研究集会「Data-driven Mathematical Science: 経済物理学とその周辺」
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] GPT-2移動軌跡ジェネレーター2022
- Author(s)
  水野貴之, 藤本祥二, 石川温
- Organizer
  第1回計算社会科学会大会(CSSJ2022)
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] Generation of Individual Daily Trajectories by GPT-22022
- Author(s)
  Takayuki Mizuno , Shouji Fujimoto , Atushi Ishikawa
- Organizer
  2022 International Conference on Computational Social Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04609
[Presentation] 業種別に観た労働生産性分布の従業員数依存性2022
- Author(s)
  石川温, 藤本祥二, 水野貴之
- Organizer
  MIMS共同研究集会「Data-driven Mathematical Science: 経済物理学とその周辺」
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] GPT-2による環境や個人属性に依存した移動軌跡の時空間情報生成2022
- Author(s)
  水野貴之, 堀込泰三, 藤本祥二, 石川温
- Organizer
  第2回計算社会科学会大会
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] GPT-2を用いた人々の一日の移動軌跡の生成2022
- Author(s)
  水野貴之, 藤本祥二, 石川温
- Organizer
  情報処理学会第85回全国大会
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] GPT-2による環境や個人属性に依存した移動軌跡の時空間情報生成2022
- Author(s)
  水野貴之 , 掘込泰三 , 藤本祥二 , 石川温
- Organizer
  第2回計算社会科学会大会
- Data Source
  KAKENHI-PROJECT-22K04609
[Presentation] ノンランダム欠損値を持つ企業財務データのCatBoostを用いた補間2022
- Author(s)
  藤本祥二, 石川温, 水野貴之
- Organizer
  MIMS共同研究集会「Data-driven Mathematical Science: 経済物理学とその周辺」
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] Neural probabilistic modeling of individual daily trajectories2022
- Author(s)
  Takayuki Mizuno, Shouji Fujimoto, and Atushi Ishikawa
- Organizer
  Migration and Mobility Research in the Digital Era (MIMODE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] GPT-2による一日の移動軌跡の生成2022
- Author(s)
  水野貴之, 藤本祥二, 石川温
- Organizer
  2022年度 CIGS経済・社会との分野横断的研究会
- Invited
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] Generation of Individual Daily Trajectories by GPT-22022
- Author(s)
  Takayuki Mizuno, Shouji Fujimoto and Atushi Ishikawa
- Organizer
  8th International Conference on Computational Social Science (IC2S2)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] メッシュ統計を用いた地震に観られるベキ則と時間反転対称性－経済物理学観点より－2022
- Author(s)
  石川温, 藤本祥二, 水野貴之
- Organizer
  MIMS共同研究集会「Data-driven Mathematical Science: 経済物理学とその周辺」
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] 機械学習モデルを用いた企業財務データ欠損値の補間2021
- Author(s)
  藤本祥二, 水野貴之, 石川温
- Organizer
  2021年度 CIGS経済・社会との分野横断的研究会
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] Statistical properties of labor productivity distribution2021
- Author(s)
  Atushi Ishikawa, Shouji Fujimoto and Takayuki Mizuno
- Organizer
  Econophysics Colloquium 2021, Conference on Complex Systems (CCS) 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04557
[Presentation] 労働生産性分布の統計的性質2021
- Author(s)
  石川温, 藤本祥二, 水野貴之
- Organizer
  2021年度 CIGS経済・社会との分野横断的研究会
- Data Source
  KAKENHI-PROJECT-21K04557

1. 石川温 (90308627)

# of Collaborated Projects: 3 results

# of Collaborated Products: 40 results
2. 水野貴之

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Fujimoto Shouji 藤本 祥二

藤本 祥二 フジモト ショウジ

Research Projects

Research Products

Co-Researchers

Development of Artificial Intelligence Technology for Generating Human Mobility Trajectories in Rare Cases such as Disasters Using Transfer Learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

大規模企業財務データの網羅性向上に向けた機械学習によるレプリケート技術の開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

経済危機データの分析より構築するマクロ統計則および企業の生産性のミクロ的基礎づけ

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] RoBERTa Trained from Scratch on GPS Trajectory Data2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Statistical laws observed in earthquakes using mesh statistics: an econophysical point of view2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 移動軌跡が作る面積と外周の間の統計則と個人属性2023

Author(s)

Journal Title

Data Source

[Journal Article] 深層学習を用いた企業データ名寄せアルゴリズムの開発2023

Author(s)

Journal Title

Data Source

[Journal Article] メッシュ統計を用いた地震に観られるベキ則と時間反転対称性－自然現象に観られる統計則－2023

Author(s)

Journal Title

Data Source

[Journal Article] Generation of Individual Daily Trajectories by GPT-22022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Employee Number Dependence in Labor Productivity Distribution2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Interpolation of non-random missing values in financial statements' big data using CatBoost2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Copula-Based Synthetic Data Generation in Firm-Size Variables2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Statistical Properties of Labor Productivity Distributions2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 機械学習を用いた企業の前年度貸借対照表の勘定項目から次年度売上の予測2022

Author(s)

Journal Title

Data Source

[Journal Article] 労働生産性及びその成長率分布に観られる統計的性質2022

Author(s)

Journal Title

Data Source

[Journal Article] Quasi-Static Variation of Power-Law and Log-Normal Distributions of Urban Population2021

Author(s)

Fujimoto Shouji 藤本祥二

藤本祥二フジモトショウジ