Zuo Yi 左毅

… Alternative Names

左毅サキ

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Researcher Number	70633684
Other IDs
Affiliation (Current)	2025: 関西大学, ソシオネットワーク戦略研究機構, 委嘱研究員
Affiliation (based on the past Project Information) *help	2022: 関西大学, ソシオネットワーク戦略研究機構, 委嘱研究員 2018 – 2020: 関西大学, ソシオネットワーク戦略研究機構, 委嘱研究員 2016 – 2017: 名古屋大学, 未来社会創造機構, 特任助教 2014 – 2015: 名古屋大学, 未来社会創造機構, 助教 2013: 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 Commerce Except Principal Investigator Management
Keywords	Principal Investigator 国際情報交換(アメリカ) / 国際研究者交流（オーストリア） / 店舗レイアウトの最適化 / 販売促進効果の最大化 / サービスターゲティングの明確化 / 最優秀論文の受賞 / 成果の実用化 / 消費者行動のモデル化 / 店舗の実装 / 仮説の提示と検証 … More / 研究成果の実用化と論文化 / 購買意思決定の閾値の分析 / 消費者の分類方法の提案 / 非線形関係の判明 / 購買退屈現象の抽出 / ベイジアンネットワーク / 退屈現象 / 消費者の滞在時間 / 消費者の購買行為 / RFIDデータ … 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

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
Application of Bayesian Network for Prediction Behavior via Direct Observation of In-store BehaviorPrincipal Investigator
- Principal Investigator
  
  Zuo Yi
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Commerce
- Research Institution
  Nagoya University
  Kansai University

All 2022 2018 2017 2016 2015 2014 2013

All Journal Article Presentation

[Journal Article] Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks2022
- Author(s)
  Licheng Zhao, Yi Zuo, Katsutoshi Yada
- Journal Title
  
  Advances in Data Analysis and Classification
  
  Volume: Online First Issue: 3 Pages: 1-33
- DOI
  10.1007/s11634-022-00517-3
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034, KAKENHI-PROJECT-21K18446
[Journal Article] Optimizing the Location of Virtual Stations in Free-Floating Bike-Sharing Systems with the User Demand during Morning and Evening Rush Hours2018
- Author(s)
  Z. Sun, Y. Li ,Y. Zuo
- Journal Title
  
  Journal of Advanced Transportation
  
  Volume: - Pages: 1-11
- DOI
  10.1155/2019/4308509
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket2018
- Author(s)
  Y. Zuo, K. Yada, T. Li, P. Chen
- Journal Title
  
  2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
  
  Volume: - Pages: 1857-1862
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] An Exploratory Look at Supply Chains in Japan from Multiscale Network Perspectives2017
- Author(s)
  Zuo Yi、Kajikawa Yuya
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 11 Issue: 2 Pages: 111-128
- DOI
  10.1007/s12626-017-0009-y
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] Toward a Theory of Industrial Supply Networks: A Multi-Level Perspective via Network Analysis2017
- Author(s)
  Zuo Yi、Kajikawa Yuya
- Journal Title
  
  Entropy
  
  Volume: 19 Issue: 8 Pages: 382-382
- DOI
  10.3390/e19080382
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] ベイジアンネットワークを用いた消費者行動モデルの構築実験2017
- Author(s)
  左　毅，矢田　勝俊
- Journal Title
  
  Journal of the Operations Research Society of Japan
  
  Volume: 62 Pages: 795-800
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] Personal Authentication Using a Kinect Sensor2017
- Author(s)
  Feng Xuanang、Zuo Yi、Kita Eisuke、Saito Fumiya
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 11 Issue: 2 Pages: 201-215
- DOI
  10.1007/s12626-017-0010-5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] A Bayesian Network Approach for Predicting Purchase Behavior via Direct Observation of In-store Behavior2016
- Author(s)
  Yi Zuo, Katsutoshi Yada, Eisuke Kita
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 9509 Pages: 61-75
- DOI
  10.1007/978-3-319-28379-1_5
- ISBN
  9783319283784, 9783319283791
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25780277
[Journal Article] Grammatical Evolution Using Two-dimensional Gene for Symbolic Regression: An Advanced Improvement with Conditional Statement Grammar2016
- Author(s)
  Hideyuki Sugiura, Masahiro Nagao, Yi Zuo, Eisuke Kita
- Journal Title
  
  International Journal of Computational Intelligence Studies
  
  Volume: 5 Issue: 3/4 Pages: 103-119
- DOI
  10.1504/ijcistudies.2016.083572
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02034
[Journal Article] Prediction of consumer purchase behaviour using Bayesian network: an operational improvement and new results based on RFID data2016
- Author(s)
  Yi Zuo
- Journal Title
  
  International Journal of Knowledge Engineering and Soft Data Paradigms
  
  Volume: 5 Issue: 2 Pages: 85-105
- DOI
  10.1504/ijkesdp.2016.075976
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25780277, KAKENHI-PROJECT-16H02034
[Journal Article] Consumer Purchasing Behavior Extraction Using Statistical Learning Theory2014
- Author(s)
  Yi Zuo, A.B.M. Shawkat Ali, Katsutoshi Yada
- Journal Title
  
  Procedia Computer Science
  
  Volume: 35 Pages: 1464-1473
- DOI
  10.1016/j.procs.2014.08.209
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25780277
[Presentation] Forecast Application of Time Series Model Based on BLS in Port Cargo Throughput2018
- Author(s)
  J.Yang, T. Li, Y. Zuo, C. L. P. Chen, H. Yang
- Organizer
  The 2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket2018
- Author(s)
  Y. Zuo, K. Yada, T. Li, P. Chen
- Organizer
  2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Application of Broad Learning System for Container Number Identification2018
- Author(s)
  Y. Han, T. Li, C. L. P. Chen, Y. Zuo
- Organizer
  The 2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] The Application of Broad Learning System in Speaker Identification2018
- Author(s)
  J. Liu, C. L. Philip Chen, T. Li, Y. Zuo, P. He
- Organizer
  The 3rd International Conference on Cognitive System and Information Processing (ICCSIP2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Application of Grammatical Swarm to Symbolic Regression Problem2017
- Author(s)
  E. Kita, R. Yamamoto, H. Sugiura and Yi Zuo
- Organizer
  2017 International Conference on Neural Information Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Acceleration of Grammatical Evolution with Multiple Chromosome by Using Stochastic Schemata Exploiter2017
- Author(s)
  E. Kita, Yi Zuo, H. Sugiura and T. Mizuno
- Organizer
  2017 International Conference on Mathematics and Computers in Sciences and Industry
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Grammatical Evolution using Tree Representation Learning2017
- Author(s)
  S. Maruta, Yi Zuo , M. Nagao, H. Sugiura and E. Kita
- Organizer
  2017 International Conference on Neural Information Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Prediction of Collaborative Relationships by Using Network Representation Learning2017
- Author(s)
  Yi Zuo and Y. Kajikawa
- Organizer
  2017 IEEE International Conference on Systems, Man, and Cybernetics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Prediction of Consumer Purchasing in a Grocery Store Using Machine Learning Techniques2016
- Author(s)
  Yi Zuo Katsutoshi Yada A B M Shawkat Ali
- 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
[Presentation] Impact of Analog-to-digital Conversion on Predictive Performance: A Case Study of Bayesian Network vs. Support Vector Machine in Purchase Behavior Prediction2016
- Author(s)
  Yi Zuo Katsutoshi Yada Eisuke Kita
- Organizer
  2016 World Congress on Computational Mechanics, Seoul Korea
- Place of Presentation
  Seoul, Korea
- Year and Date
  2016-07-24
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02034
[Presentation] Using Statistical Learning Theory for Purchase Behavior Prediction via Direct Observation of In-store Behavior2015
- Author(s)
  Yi Zuo, Katsutoshi Yada
- Organizer
  IEEE APWC on CSE 2015
- Place of Presentation
  フィジー
- Year and Date
  2015-12-02
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25780277
[Presentation] Consumer Purchasing Behavior Extraction Using Statistical Learning Theory2014
- Author(s)
  左毅，A B M Shawkat Ali，矢田勝俊
- Organizer
  18th International Conference in KES 2014
- Place of Presentation
  グディニャ，ポーランド
- Data Source
  KAKENHI-PROJECT-25780277
[Presentation] Deep Learning技術の研究動向と消費者行動への応用2014
- Author(s)
  左毅，矢田勝俊
- Organizer
  3rd RISS Seminar Series on Data Science
- Place of Presentation
  関西大学，大阪
- Year and Date
  2014-11-29
- Data Source
  KAKENHI-PROJECT-25780277
[Presentation] Using Bayesian Network for Purchase Behavior Prediction from RFID Data2014
- Author(s)
  左毅，矢田勝俊
- Organizer
  IEEE International Conference on SMC 2014
- Place of Presentation
  サンディエゴ，アメリカ
- Data Source
  KAKENHI-PROJECT-25780277
[Presentation] Application of Bayesian Network Sheds Light on Purchase Decision Process basing on RFID Technology2013
- Author(s)
  左毅，矢田勝俊
- Organizer
  IEEE 13th ICDM 2013
- Place of Presentation
  ダラス，アメリカ
- Data Source
  KAKENHI-PROJECT-25780277

1. Yada Katsutoshi (00298811)

# of Collaborated Projects: 1 results

# of Collaborated Products: 6 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: 0 results
5. 李振 (30759923)

# of Collaborated Projects: 1 results

# of Collaborated Products: 8 results
6. 里村卓也 (40324743)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 金子雄太 (40770300)

# of Collaborated Projects: 1 results

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

# 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

Zuo Yi 左 毅

左 毅 サ キ

Research Projects

Research Products

Co-Researchers

Fusion of path data and creation of research frontiers

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Application of Bayesian Network for Prediction Behavior via Direct Observation of In-store BehaviorPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Optimizing the Location of Virtual Stations in Free-Floating Bike-Sharing Systems with the User Demand during Morning and Evening Rush Hours2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket2018

Author(s)

Journal Title

Data Source

[Journal Article] An Exploratory Look at Supply Chains in Japan from Multiscale Network Perspectives2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Toward a Theory of Industrial Supply Networks: A Multi-Level Perspective via Network Analysis2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] ベイジアンネットワークを用いた消費者行動モデルの構築実験2017

Author(s)

Journal Title

Data Source

[Journal Article] Personal Authentication Using a Kinect Sensor2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Bayesian Network Approach for Predicting Purchase Behavior via Direct Observation of In-store Behavior2016

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Grammatical Evolution Using Two-dimensional Gene for Symbolic Regression: An Advanced Improvement with Conditional Statement Grammar2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of consumer purchase behaviour using Bayesian network: an operational improvement and new results based on RFID data2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Consumer Purchasing Behavior Extraction Using Statistical Learning Theory2014

Author(s)

Journal Title

DOI

Data Source

[Presentation] Forecast Application of Time Series Model Based on BLS in Port Cargo Throughput2018

Author(s)

Organizer

Data Source

[Presentation] Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket2018

Author(s)

Organizer

Data Source

[Presentation] Application of Broad Learning System for Container Number Identification2018

Zuo Yi 左毅

左毅サキ