Li Yinxing 李銀星

… Alternative Names

Yinxing Li 李銀星

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Researcher Number	00845084
Other IDs	https://orcid.org/0000-0001-9335-9802
Affiliation (Current)	2024: 東北大学, 経済学研究科, 講師
Affiliation (based on the past Project Information) *help	2023 – 2024: 東北大学, 経済学研究科, 講師 2022: 東北大学, データ駆動科学・AI教育研究センター, 特任講師 2019 – 2021: 東北大学, 経済学研究科, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 07090:Commerce-related / 0107:Economics, business administration, and related fields Except Principal Investigator Basic Section 07090:Commerce-related / Basic Section 60030:Statistical science-related / Medium-sized Section 7:Economics, business administration, and related fields / Commerce
Keywords	Principal Investigator 転移学習 / 深層学習 / 大規模モデル / MCMC / 普及モデル / バスモデル / ソーシャルメディア / ベイズモデルイング / 階層モデル / ベイズ / Bassモデル / マーケティング … More Except Principal Investigator … More 機械学習 / 深層学習 / テキスト解析 / ベイズ統計 / 消費者行動 / 大規模データ / ベイズモデリング / 潜在変数モデル / ビッグデータ / 統計的モデリング / マーケティング / ユーザー生成コンテンツ / 時空間ＡＲＭAモデル / Cox比例ハザードモデル / 空間パネルモデル / 時空間モデル / Cox空間回帰モデル / 関数回帰モデル / 時空間回帰モデル / 不動産取引 / 人流 / 予測 / 時空間データ / 高次元時系列 / 因子モデル / 空間データ / 空間主成分分析 / 意思決定 / ネットワーク / 異質性モデリング / 大規模情報 / 自然言語処理 / 高次元消費者選択モデル / モバイルマーケティング / ソーシャルメディア / 消費者行動論 / 消費者理論 / ベイズ推測 / マーケティングモデル / 異質性モデル / User Generated Contents / 非構造データ Less

Large Market Modeling using Deep LearningPrincipal Investigator
- Principal Investigator
  
  李銀星
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 07090:Commerce-related
- Research Institution
  Tohoku University
Understanding of Consumption Context Using User Generated Big Data
- Principal Investigator
  
  石垣司
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 07090:Commerce-related
- Research Institution
  Tohoku University
多様な情報の融合と大規模異質性モデリングによるマーケティング意思決定の組織的研究
- Principal Investigator
  
  照井伸彦
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 7:Economics, business administration, and related fields
- Research Institution
  Tokyo University of Science
spatio-temporal data modeling with applications to social science
- Principal Investigator
  
  松田安昌
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Tohoku University
The leapfrog effect of social media for new technology productPrincipal Investigator
- Principal Investigator
  
  Yinxing Li
- Project Period (FY)
  2019
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0107:Economics, business administration, and related fields
- Research Institution
  Tohoku University
Evolution of marketing model and theory by integrating data, theory and analytical method
- Principal Investigator
  
  Terui Nobuhiko
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Commerce
- Research Institution
  Tohoku University

All 2023 2022 2021 2020 2019 2018 2017

All Journal Article Presentation Book

[Book] 経済経営のデータサイエンス2022
- Author(s)
  石垣司、植松良公、千木良弘朗、照井伸彦、松田安昌、李銀星
- Total Pages
  248
- Publisher
  共立出版
- ISBN
  9784320125193
- Data Source
  KAKENHI-PROJECT-22H00056
[Journal Article] Hedonic service consumption and its dynamic effects on sales in the brick-and-mortar retail context2023
- Author(s)
  Zhou Jiaying、Dahana Wirawan Dony、Ye Qiongwei、Zhang Qingyu、Ye Mingqi、Li Xi
- Journal Title
  
  Journal of Retailing and Consumer Services
  
  Volume: 70 Pages: 103178-103178
- DOI
  10.1016/j.jretconser.2022.103178
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K01763, KAKENHI-PROJECT-22H00056, KAKENHI-PROJECT-23K20633
[Journal Article] Modeling Customer Satisfaction’s Impact on Loyalty: Insights for Customer-Centric Resource Allocation2023
- Author(s)
  Li Yinxing、Xing Aijing、Terui Nobuhiko
- Journal Title
  
  Service Science
  
  Volume: 15 Issue: 2 Pages: 1-22
- DOI
  10.1287/serv.2022.0313
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22H00056
[Journal Article] Product Embedding for Large-Scale Disaggregated Sales Data2021
- Author(s)
  Li, Y. and Terui, N
- Journal Title
  
  In Proceedings of the 13th International Joint Conference on Knowledge Discovery
  
  Volume: 1 Pages: 69-75
- Data Source
  KAKENHI-PROJECT-17H01001
[Journal Article] ソーシャルメディア上のテキスト情報を考慮した社会ネットワーク分析モデル次数異質性モデルへの拡張2021
- Author(s)
  Li, Y. and Terui, N
- Journal Title
  
  統計数理
  
  Volume: 69 Pages: 99-118
- NAID
  40022703868
- Data Source
  KAKENHI-PROJECT-17H01001
[Journal Article] A Multi-generation Product Diffusion Model with Social Media Effects -Accelerating Effect of Social Media on Leapfrogs and Switches by the iPhone 6 Battery Problem 2016-2017 -2020
- Author(s)
  Li, Y. and Terui, N.
- Journal Title
  
  Data Science and Service Research
  
  Volume: 107 Pages: 1-39
- Data Source
  KAKENHI-PROJECT-19K23187
[Journal Article] A New Metric for the Analysis of the Scientific Article Citation Network2019
- Author(s)
  LIVIA LIN-HSUAN CHANG, FREDERICK KIN HING PHOA, JUNJI NAKANO
- Journal Title
  
  IEEE Access
  
  Volume: 7 Pages: 132027-132032
- DOI
  10.1109/access.2019.2937220
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01001, KAKENHI-PROJECT-18H03210
[Journal Article] Exploring Important Drivers of Motivation for Completion of Massive　 Open Online Courses by Bayesian Hierarchical Logistic Regression　　 Model2019
- Author(s)
  Lingzi Wei, Fumiyo N. Kondo
- Journal Title
  
  Proceedings of 2019 8th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)
  
  Volume: 8 Pages: 521-527
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01001
[Journal Article] Measuring Large-scale Market Responses and Forecasting Aggregated Sales: Regression for Sparse High-dimensional Data2019
- Author(s)
  Terui, N., Li, Y.
- Journal Title
  
  Journal of Forecasting
  
  Volume: 38(5) Issue: 5 Pages: 440-458
- DOI
  10.1002/for.2574
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01001
[Journal Article] 大規模集計POSデータの高次元スパースモデリング2018
- Author(s)
  李銀星, 照井伸彦
- Journal Title
  
  統計数理
  
  Volume: 66(2) Pages: 235-247
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01001
[Journal Article] Twitter上の口コミ情報を利用した売上予測モデルの構築と実証分析2018
- Author(s)
  五十嵐未来、李銀星、石垣司、照井伸彦
- Journal Title
  
  情報流通
  
  Volume: 49(6) Pages: 57-70
- NAID
  40021481698
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01001
[Journal Article] Social Media and the Diffusion of an Information Technology Product2018
- Author(s)
  LI, Y. and Terui, N.
- Journal Title
  
  Communications in Computer and Information Science
  
  Volume: 949 Pages: 171-185
- DOI
  10.1007/978-981-13-3149-7_13
- NAID
  120006314400
- ISBN
  9789811331480, 9789811331497
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01001
[Journal Article] Measuring Large Scale Market Responses from Aggregated Sales Regression Model for High Dimensional Sparse Data2017
- Author(s)
  Nobuhiko Terui and Yinxing Li
- Journal Title
  
  Discussion Paper of DSSR Graduate School of Economics and Management, Tohoku University
  
  Volume: 63 Pages: 1-27
- NAID
  120006237490
- Open Access
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] Content Diffusion on Social Media: The Roles of Emerging Ties and User Interest2022
- Author(s)
  Deanna W, Li Y
- Organizer
  30th Annual Conference on PBFEAM
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22H00056
[Presentation] Dynamic panel analysis of subjective well-being in the COVID-19 outbreak in Japan2022
- Author(s)
  Takaki Sato, Anqi Li and Yasumasa Matsuda
- Organizer
  Symposium of Yotta Informatics - Research Platform for Yotta-Scale Data Science 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21647
[Presentation] Product Embedding for The Large-scale Disaggregated Sales Data2021
- Author(s)
  Yinxing Li
- Organizer
  13th International Conference on Knowledge Discovery and Information Retrieval
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] Social Ties and User Contribution: Evidence from Twitter2020
- Author(s)
  Yinxing Li
- Organizer
  2020 Global Marketing Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] Product Embedding for The Large-scale Disaggregated Sales Data2020
- Author(s)
  李銀星
- Organizer
  日本マーケティング・サイエンス学会
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] Product Embedding for The Large-scale Disaggregated Sales Data2020
- Author(s)
  李銀星
- Organizer
  ISMS Marketing Science Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] POSデータの高次元スパースモデリングによる大規模市場反応測定2019
- Author(s)
  李銀星
- Organizer
  日本マーケティング・サイエンス学会
- Data Source
  KAKENHI-PROJECT-19K23187
[Presentation] A Multi-generation Product Diffusion Model with Social Media Effects2019
- Author(s)
  Yinxing Li
- Organizer
  International Workshop on Marketing and Data Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] Multi-generation Diffusion Model with Dynamic Social Media Effect2019
- Author(s)
  李銀星
- Organizer
  ISMS Marketing Science Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] A Multi-generation Product Diffusion Model with Social Media Effects2019
- Author(s)
  Yinxing Li
- Organizer
  International Workshop on Marketing and Data Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K23187
[Presentation] POSデータの高次元スパースモデリングによる大規模市場反応測定2019
- Author(s)
  李銀星
- Organizer
  日本マーケティング・サイエンス学会
- Data Source
  KAKENHI-PROJECT-17H01001
[Presentation] Multi-generation Diffusion Model with Dynamic Social Media Effect2019
- Author(s)
  李銀星
- Organizer
  ISMS Marketing Science Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K23187

1. 石垣司 (20469597)

# of Collaborated Projects: 3 results

# of Collaborated Products: 2 results
2. 佐藤忠彦 (40400626)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
3. Terui Nobuhiko (50207495)

# of Collaborated Projects: 2 results

# of Collaborated Products: 9 results
4. 五十嵐未来 (30925326)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. 中野純司 (60136281)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
6. 近藤文代 (40322010)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
7. ウィラワンドニ・ダハナ (90432426)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 伴正隆 (50507754)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 長谷川翔平 (30712921)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 松田安昌 (10301590)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
11. 石原卓弥 (30899662)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 佐藤宇樹 (80848078)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
13. 矢島美寛 (70134814)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. WIRAWAN Dony Dahana

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Li Yinxing 李 銀星

Yinxing Li 李 銀星

Research Projects

Research Products

Co-Researchers

Large Market Modeling using Deep LearningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Understanding of Consumption Context Using User Generated Big Data

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

多様な情報の融合と大規模異質性モデリングによるマーケティング意思決定の組織的研究

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

spatio-temporal data modeling with applications to social science

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

The leapfrog effect of social media for new technology productPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Evolution of marketing model and theory by integrating data, theory and analytical method

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] 経済経営のデータサイエンス2022

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Hedonic service consumption and its dynamic effects on sales in the brick-and-mortar retail context2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Modeling Customer Satisfaction’s Impact on Loyalty: Insights for Customer-Centric Resource Allocation2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Product Embedding for Large-Scale Disaggregated Sales Data2021

Author(s)

Journal Title

Data Source

[Journal Article] ソーシャルメディア上のテキスト情報を考慮した 社会ネットワーク分析モデル 次数異質性モデルへの拡張2021

Author(s)

Journal Title

NAID

Data Source

[Journal Article] A Multi-generation Product Diffusion Model with Social Media Effects -Accelerating Effect of Social Media on Leapfrogs and Switches by the iPhone 6 Battery Problem 2016-2017 -2020

Author(s)

Journal Title

Data Source

[Journal Article] A New Metric for the Analysis of the Scientific Article Citation Network2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Exploring Important Drivers of Motivation for Completion of Massive Open Online Courses by Bayesian Hierarchical Logistic Regression Model2019

Author(s)

Journal Title

Data Source

[Journal Article] Measuring Large-scale Market Responses and Forecasting Aggregated Sales: Regression for Sparse High-dimensional Data2019

Li Yinxing 李銀星

Yinxing Li 李銀星

[Journal Article] ソーシャルメディア上のテキスト情報を考慮した社会ネットワーク分析モデル次数異質性モデルへの拡張2021

[Journal Article] Exploring Important Drivers of Motivation for Completion of Massive　 Open Online Courses by Bayesian Hierarchical Logistic Regression　　 Model2019