Kaneko Yuta 金子雄太

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KANEKO Yuta 金子雄太

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Researcher Number	40770300
Affiliation (Current)	2025: 同志社女子大学, 現代社会学部, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2022: 同志社女子大学, 現代社会学部, 助教 2019: 関西大学, ソシオネットワーク戦略研究機構, 非常勤研究員 2016 – 2018: 関西大学, ソシオネットワーク戦略研究機構, PD
Review Section/Research Field	Principal Investigator Basic Section 07080:Business administration-related / Management Except Principal Investigator Management
Keywords	Principal Investigator 状態空間モデル / 購買行動モデル / 売場レイアウト / 消費者行動モデル / 顧客動線データ / マーケティング変数 / オフライン環境 / オンライン環境 / 売上予測モデル / 購買履歴データ … More / データ分析基盤 / ブランドイメージ / インターネット検索 / アイトラッキングデータ / 生成型AI / パスデータ / モデル化 / 幾何学 / 可視化 / 経営学 / ロジスティック回帰 / 消費者購買行動モデル / t検定 / マルコフ確率場 / フラクタル次元 / 隠れマルコフモデル / デモグラフィック属性 / スケーリング指数 / 動線可視化システム … More Except Principal Investigator 消費者行動 / データ融合 / 経営情報 / データサイエンス / 顧客動線 / パスデータ Less

A Model of Consumer Purchase Behavior based on Path Data in Online/Offline EnvironmentsPrincipal Investigator
- Principal Investigator
  
  KANEKO Yuta
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 07080:Business administration-related
- Research Institution
  Doshisha Women's College of Liberal Arts
Fusion of path data and creation of research frontiers
- Principal Investigator
  
  Yada Katsutoshi
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Management
- Research Institution
  Kansai University
A Non-linear Statistical Geometric Model of Shoppers' Purchase Behavior at SupermarketsPrincipal Investigator
- Principal Investigator
  
  KANEKO Yuta
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Management
- Research Institution
  Kansai University

All 2022 2021 2019 2018 2017 2016

All Journal Article Presentation Book

[Book] Global Luxury2017
- Author(s)
  R. Fujioka, Z.Li, Y. Kaneko
- Total Pages
  287
- Publisher
  Palgrave Macmillan
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] A Time-series Analysis of How Google Trends Searches Affect Cryptocurrency Prices for Decentralized Finance and Non-Fungible Tokens2022
- Author(s)
  Yuta Kaneko
- Journal Title
  
  Procs. of the 2021 International Conference on Data Mining Workshops (ICDMW)
  
  Volume: - Pages: 222-227
- DOI
  10.1109/icdmw53433.2021.00035
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K13576
[Journal Article] Application of Fractal Analysis for Customer Classification Based on Path Data2022
- Author(s)
  Fengmei Sun, Licheng Zhao, Yi Zuo, Yuta Kaneko
- Journal Title
  
  Procs. of the 2021 International Conference on Data Mining Workshops (ICDMW)
  
  Volume: - Pages: 262-267
- DOI
  10.1109/icdmw53433.2021.00040
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K13576
[Journal Article] Analysis of the effects of consumer aesthetics and the presence of children on the demand for basic cosmetics2022
- Author(s)
  河村菜生, 金子雄太
- Journal Title
  
  Abstracts of Annual Conference of Japan Society for Management Information
  
  Volume: 202111 Issue: 0 Pages: 349-352
- DOI
  10.11497/jasmin.202111.0_349
- NAID
  130008145073
- Year and Date
  2022-01-31
- Language
  English
- Open Access
- Data Source
  KAKENHI-PROJECT-20K13576
[Journal Article] Bayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase Behavior2019
- Author(s)
  Y. Kaneko, K. Yada
- Journal Title
  
  In Proceedings of the 2018 IEEE 5th Asia-Pacific World Congress on Computer Science and Engineering
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] Bayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase Behavior2019
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Journal Title
  
  IEEE Conference Proceedings
  
  Volume: 印刷確定 Pages: 1-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K21504
[Journal Article] Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales2018
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Journal Title
  
  IEEE Conference Proceedings
  
  Volume: 印刷確定
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K21504
[Journal Article] 視線追跡データ取得のための店舗実験と消費者行動の分析－消費者の注視情報から購買傾向を探る－2018
- Author(s)
  Yuta Kaneko, Ken Ishibashi, Katsutoshi Yada
- Journal Title
  
  経営システム
  
  Volume: 28 Pages: 103-108
- Data Source
  KAKENHI-PROJECT-16K21504
[Journal Article] 視線追跡データを用いた消費者の店舗内購買行動の分析2018
- Author(s)
  Y. Kaneko, K. Ishibashi, K. Yada
- Journal Title
  
  経営情報学会　PACIS2018全国研究発表大会要旨集
  
  Volume: - Pages: 103-106
- NAID
  130007474523
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales2017
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Journal Title
  
  In Proceedings of the 4th Asia Pacific World Congress on Computer Science and Engineering 2017
  
  Volume: - Pages: 1-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] スケールの階層性から探るスーパーマーケットの消費者行動2017
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Journal Title
  
  オペレーションズ・リサーチ
  
  Volume: 62 Pages: 807-814
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship2017
- Author(s)
  Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada
- Journal Title
  
  Procedia Computer Science
  
  Volume: 112 Pages: 1845-1854
- DOI
  10.1016/j.procs.2017.08.225
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K21504, KAKENHI-PROJECT-16H02034
[Journal Article] スケールの階層性から探るスーパーマーケットの消費者行動2017
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Journal Title
  
  オペレーションズ・リサーチ（経営の科学）
  
  Volume: 62 Pages: 807-814
- Open Access
- Data Source
  KAKENHI-PROJECT-16K21504
[Journal Article] A Deep Learning Approach for the Prediction of Retail Store Sales2016
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Journal Title
  
  Proc. of the 2016 IEEE 16th International Conference on Data Mining Workshops
  
  Volume: - Pages: 531-537
- DOI
  10.1109/icdmw.2016.0082
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket2016
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Journal Title
  
  Procedia Computer Science, 2016
  
  Volume: 96 Pages: 1764-1771
- DOI
  10.1016/j.procs.2016.08.225
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02034, KAKENHI-PROJECT-16K21504
[Journal Article] Vehicle Ownership and Economic Development2016
- Author(s)
  Zhen Li, Ken Ishibashi, Yuta Kaneko, Kei Miyazaki, Hiromi Shioji, Katsutoshi Yada
- Journal Title
  
  Proc. of 3rd Asia-Pacific World Congress on Computer Science and Engineering
  
  Volume: - Pages: 171-180
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] A Time-series Analysis of How Google Trends Searches Affect Cryptocurrency Prices for Decentralized Finance and Non-Fungible Tokens2021
- Author(s)
  Yuta Kaneko
- Organizer
  2021 International Conference on Data Mining Workshops (ICDMW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13576
[Presentation] 基礎化粧品の需要に消費者の美意識と子どもの有無が与える影響の分析2021
- Author(s)
  河村菜生, 金子雄太
- Organizer
  経営情報学会　全国研究発表大会
- Data Source
  KAKENHI-PROJECT-20K13576
[Presentation] Application of Fractal Analysis for Customer Classification Based on Path Data2021
- Author(s)
  Fengmei Sun, Licheng Zhao, Yi Zuo, Yuta Kaneko
- Organizer
  2021 International Conference on Data Mining Workshops (ICDMW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13576
[Presentation] 視線追跡データを用いた消費者の店舗内購買行動の分析2018
- Author(s)
  Y. Kaneko, K. Ishibashi, K. Yada
- Organizer
  経営情報学会
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] How Game Users Consume Virtual Currency: The Relationship Between Consumed Quantity, Inventory, and Elapsed Time since Last Consumption in the Mobile Game World2018
- Author(s)
  Y. Kaneko, K. Yada, W. Ihara, R. Odagiri
- Organizer
  ICDM DMS2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Bayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase Behavior2018
- Author(s)
  Y. Kaneko, K. Yada
- Organizer
  The 5th Asia-Pacific World Congress on Computer Science and Engineering 2018(APWC on CSE 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Data Science for Analysis of Path Data in Marketing2018
- Author(s)
  Yuta Kaneko
- Organizer
  JST CREST: The 4th International Workshop on Innovative Algorithms for Big Data
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K21504
[Presentation] 視線追跡データを用いた消費者の店舗内購買行動の分析2018
- Author(s)
  Yuta Kaneko, Ken Ishibashi, Katsutoshi Yada
- Organizer
  経営情報学会
- Data Source
  KAKENHI-PROJECT-16K21504
[Presentation] Bayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase Behavior2018
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Organizer
  The 2018 IEEE 5th Asia-Pacific World Congress on Computer Science and Engineering
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K21504
[Presentation] Data Science for Analysis of Path Data in Marketing2018
- Author(s)
  Yuta Kaneko
- Organizer
  The 4th International Workshop on Innovative Algorithms for Big Data
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Fractal Analysis of Shopping Paths2017
- Author(s)
  Yuta Kaneko
- Organizer
  The 3rd International Workshop on Innovative Algorithms for Big Data
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship2017
- Author(s)
  Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada
- Organizer
  21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K21504
[Presentation] The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship2017
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Organizer
  21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Fractal Analysis of Shopping Paths2017
- Author(s)
  Yuta Kaneko
- Organizer
  The 3rd International Workshop on Innovative Algorithms for Big Data
- Data Source
  KAKENHI-PROJECT-16K21504
[Presentation] Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales2017
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Organizer
  The 4th Asia-Pacific World Congress on Computer Science and Engineering 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales2017
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Organizer
  The 4th Asia-Pacific World Congress on Computer Science and Engineering 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K21504
[Presentation] Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket2016
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Organizer
  20th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES2016
- Place of Presentation
  York, United Kingdom
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket2016
- Author(s)
  Y. Kaneko and K. Yada
- Organizer
  20th International Conference on Knowledge Based and Intelligent Information and Engineering Systems
- Place of Presentation
  York, United Kingdom
- Year and Date
  2016-09-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K21504
[Presentation] A Deep Learning Approach for the Prediction of Retail Store Sales2016
- Author(s)
  Yuta Kaneko, Katsutoshi Yada
- Organizer
  2016 IEEE 16th International Conference on Data Mining Workshops
- Place of Presentation
  World Trade Center Barcelona, Spain
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Vehicle Ownership and Economic Development2016
- Author(s)
  Zhen Li, Ken Ishibashi, Yuta Kaneko, Ken Miyazaki, Hiromi Shioji, Katsutoshi Yada
- Organizer
  2016 3rd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE 2016)
- Place of Presentation
  Sofitel Fiji Resort & Spa, Denarau Island, Fiji
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034

1. Yada Katsutoshi (00298811)

# of Collaborated Projects: 1 results

# of Collaborated Products: 15 results
2. 高井啓二 (20572019)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 宮崎慧 (30635818)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 石橋健 (30749221)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
5. 李振 (30759923)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
6. 里村卓也 (40324743)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 中原孝信 (60553089)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 左毅 (70633684)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 市川昊平 (90511676)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Kaneko Yuta 金子 雄太

KANEKO Yuta 金子 雄太

Research Projects

Research Products

Co-Researchers

A Model of Consumer Purchase Behavior based on Path Data in Online/Offline EnvironmentsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Fusion of path data and creation of research frontiers

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A Non-linear Statistical Geometric Model of Shoppers' Purchase Behavior at SupermarketsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] Global Luxury2017

Author(s)

Total Pages

Publisher

Data Source

[Journal Article] A Time-series Analysis of How Google Trends Searches Affect Cryptocurrency Prices for Decentralized Finance and Non-Fungible Tokens2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Application of Fractal Analysis for Customer Classification Based on Path Data2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Analysis of the effects of consumer aesthetics and the presence of children on the demand for basic cosmetics2022

Author(s)

Journal Title

DOI

NAID

Year and Date

Language

Data Source

[Journal Article] Bayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase Behavior2019

Author(s)

Journal Title

Data Source

[Journal Article] Bayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase Behavior2019

Author(s)

Journal Title

Data Source

[Journal Article] Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales2018

Author(s)

Journal Title

Data Source

[Journal Article] 視線追跡データ取得のための店舗実験と消費者行動の分析－消費者の注視情報から購買傾向を探る－2018

Author(s)

Journal Title

Data Source

[Journal Article] 視線追跡データを用いた消費者の店舗内購買行動の分析2018

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales2017

Author(s)

Journal Title

Data Source

[Journal Article] スケールの階層性から探るスーパーマーケットの消費者行動2017

Author(s)

Journal Title

Data Source

[Journal Article] The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship2017

Author(s)

Journal Title

DOI

Data Source

Kaneko Yuta 金子雄太

KANEKO Yuta 金子雄太