研究成果

論文誌 23

1. 論文誌 2026

   First-Order Absorbing Markov Chain Analysis for Web Navigation and Conversion Rate Optimization

   IEEE Access , 14 , pp.52704-52716 DOI

2. 論文誌 2025

   ChatGPTによる天気図画像からの天気コメント生成の検証

   髙須賀 匠, 高野 雄紀, 渡邊 正太郎, 雲居 玄道

   天気 , 72(12) , pp.603-611 DOI

3. 論文誌 2025

   生成AIを用いた統計学の学習用練習問題自動生成システムの試作

   石田 崇, 雲居 玄道, 小林 学, 平澤 茂一

   日本教育工学会論文誌 , 49(2) , pp.341-354 DOI

4. 論文誌 2024

   統計・情報リテラシーや批判的思考力を育む環境教育の評価指標の開発

   渡邊 司, 雲居 玄道, 服部 達也, 赤嶺 修一郎

   環境教育 , 33(1) , pp.2-13 DOI

5. 論文誌 2023

   Store Analysis Using Latent Representation of Robust Variational Autoencoder Based on Sales History Data

   Total Quality Science , 8(2) , pp.113-123 DOI

6. 論文誌 2023

   Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers

   International Journal of Neural Systems , 33(02) DOI

7. 論文誌 2023

   顧客の閲覧行動分析のための時間窓トピックモデル

   伊藤 史世, 雲居 玄道, 後藤 正幸

   情報処理学会論文誌 , 64(1) , pp.214-228

8. 論文誌 2022

   Transfer Learning Based on Probabilistic Latent Semantic Analysis for Analyzing Purchase Behavior Considering Customers' Membership Stages

   Journal of Japan Industrial Management Association , 73(2E) , pp.160-175 DOI

9. 論文誌 2022

   同一顧客の購入数が少ない商品群を対象とした購買履歴に基づく商品特性分析モデル

   山極 綾子, 雲居玄道, 後藤 正幸

   電子情報通信学会論文誌 D , J105-D(5) , pp.297-309 DOI

10. 論文誌 2022

    Knowledge Graph Attention Networkに基づく購買行動分析モデルに関する一考察

    伊藤 史世, 張 志穎, 雲居 玄道, 後藤 正幸

    情報処理学会論文誌 , 63(1) , pp.205-217 DOI

11. 論文誌 2021

    顧客成長を促す施策立案のための特徴転移型クラスタリングモデル

    平野 洋介, 楊 添翔, 雲居 玄道, 阿部 永, 立花 徹也, 後藤 正幸

    情報処理学会論文誌 , 62(10) , pp.1704-1715

12. 論文誌 2021

    Deep Learning with Data Augmentation to Add Data Around Classification Boundaries

    Industrial Engineering & Management Systems , 20(3) , pp.384-397 DOI

13. 論文誌 2021

    多値分類問題におけるECOC法の最適性に関する一考察

    雲居 玄道, 八木 秀樹, 小林 学, 後藤 正幸, 平澤 茂一

    情報処理学会論文誌数理モデル化と応用（TOM） , 14(3) , pp.1-10 Link

14. 論文誌 2021

    トピックモデルに基づく多様性を考慮した回答文書検索モデル

    大川 順也, 雲居 玄道, 後藤 正幸

    経営情報学会誌 , 30(1) , pp.31-46 DOI

15. 論文誌 2021

    A Latent Class Analysis for Item Demand Based on Temperature Difference and Store Characteristics

    Industrial Engineering & Management Systems , 20(1) , pp.35-47 DOI

16. 論文誌 2021

    A Study on Customer Purchase Behavior Analysis Based on Hidden Topic Markov Models

    Industrial Engineering & Management Systems , 20(1) , pp.48-60 DOI

17. 論文誌 2020

    潜在的ディリクレ配分法を用いた問合せ文書と回答文書の関係分析モデルとその応用に関する一考察

    大川 順也, 雲居 玄道, 後藤 正幸

    経営情報学会誌 , 29(1) , pp.39-54

18. 論文誌 2020

    多値文書分類のための情報理論的基準による2元符号語表の構成法

    雲居玄道, 八木秀樹, 後藤正幸, 平澤茂一

    情報処理学会論文誌数理モデル化と応用 , 13(1) , pp.1-12

19. 論文誌 2019

    Analytical Model of Customer Purchase Behavior Considering Page Transitions on EC Site

    Mio Hotoda, Hiroki Mizuochi, Gendo Kumoi, Masayuki Goto

    Total Quality Science , 5(1) , pp.23-33

20. 論文誌 2019

    Binary Document Classification Based on Fast Flux Discriminant with Similarity Measure on Word Set

    Keisuke Okubo, Gendo Kumoi, Masayuki Goto

    Industrial Engineering & Management Systems , 18(2) , pp.235-241

21. 論文誌 2019

    非負値行列因子分解を用いたプラットフォームビジネスにおける顧客生涯価値予測

    蓮本恭輔, 雲居玄道, 後藤正幸

    情報処理学会論文誌 , 60(7) , pp.1283-1293

22. 論文誌 2017

    葬儀・仏前結婚式に関して

    雲居玄道

    浄土真宗総合研究 , 11 , pp.69-81

23. 論文誌 2014

    A Design of Recommendation Based on Flexible Mixture Model Considering Purchasing Interest and Post-Purchase Satisfaction

    Takeshi Suzuki, Gendo Kumoi, Kenta Mikawa, Masayuki Goto

    日本経営工学会論文誌 , 64(4) , pp.570-578 DOI

国際会議 47

1. 国際会議 2025

   Nasal Skin Temperature Measurement for Cognitive Load Estimation: Comparing Bounding Box and Segmentation

   The 1st Workshop for Green AI Application / the 6th workshop for Next-Generation Software Ecosystems

2. 国際会議 2025

   Analysis of LLM Utilization Strategies Based on Cognitive Load During Programming

   10th The International Conference on the "Science of Technology Innovation" 2025 (10th STI-Gigaku 2025)

3. 国際会議 2025

   Absorbing Markov Chain Evaluation of Website Structural Changes on Conversion Rates

   2025 IEICE Shin-etsu Section Convention (IEEE Session, Co-organized with IEEE Shin-etsu Section)

4. 国際会議 2025

   Proposal of a Method for Estimating the Acquisition of Graph Comprehension Ability Based on Students’ Descriptive Answers

   Procedia Computer Science DOI

5. 国際会議 2024

   Towards Measuring Cognitive Load during Software Engineering Tasks Using Nasal Skin Temperature: Development of a Detection System

   The First International Workshop on Intertwining Research & Education on Software (WIREDS 2024)

6. 国際会議 2024

   Measuring the cognitive load of programming using generative AI

   9th The International Conference on the "Science of Technology Innovation" 2024 (9th STI-Gigaku 2024), STI-9-41 Link

7. 国際会議 2024

   Average Performance Analysis of Multi-Class Classification Based on Error-Correcting Output Codes

   2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Link

8. 国際会議 2024

   Recognition Performance Validation of Weather Map Images by ChatGPT

   Procedia Computer Science DOI

9. 国際会議 2022

   Construction Methods for Error Correcting Output Codes Using Constructive Coding and Their System Evaluations

   2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) DOI

10. 国際会議 2022

    Effect of Hamming Distance on Performance of ECOC with Estimated Binary Classifiers

    2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

11. 国際会議 2022

    Performance Evaluation of ECOC Considering Estimated Probability of Binary Classifiers

    Proc. 10th World CIST Conf.

12. 国際会議 2021

    Time Window Topic Model for Analyzing Customer Browsing Behavior

    IEEE 12th International Workshop on Computational Intelligence and Applications

13. 国際会議 2021

    A Study on New Product Recommendation Using Multi-Label CVAE for Fresh Flowers

    IEEE 12th International Workshop on Computational Intelligence and Applications

14. 国際会議 2021

    Store Analysis Using Latent Representation of Robust Variational Autoencoder Based on Sales History Data

    The 19th Asian Network for Quality Congress

15. 国際会議 2021

    A Node Sharing Learning Method for Deep Neural Networks in Multi-Label Classification

    The 19th Asian Network for Quality Congress

16. 国際会議 2021

    A Discussion on Improving Fraud Detection Performance by Generative Adversarial Networks for Transactions Data

    The 19th Asian Network for Quality Congress

17. 国際会議 2020

    A Study on Analysis Model of Customers' Purchasing Behavior based on Knowledge Graph Attention Network

    18th Asian Network for Quality Congress

18. 国際会議 2020

    A Hypothesis Discovery Method for Predicting Change in Multidimensional Time-series Data

    2020 IEEE International Conference on Systems, Man, and Cybernetics

19. 国際会議 2019

    A QA System Model Considering Relationship of Topics between Question/Answer Documents

    Junya Okawa, Gendo Kumoi, Masayuki Goto

    2019 Asian Conference of Management Science & Applications ACMSA2019

20. 国際会議 2019

    A Study on Accuracy of Causal Effects Estimation for Unknown True Causal Structure

    Kazuma Inoue, Gendo Kumoi, Shunsuke Horii, Tota Suko, Masayuki Goto

    2019 Asian Conference of Management Science & Applications ACMSA2019

21. 国際会議 2019

    Important Variables Selection for Customer Feature Analysis Using Anomaly Detection Method

    Hirotake Arai, Gendo Kumoi, Masayuki Goto

    2019 Asian Conference of Management Science & Applications ACMSA2019

22. 国際会議 2019

    A Study of Out of Manifold Data Augmentation in Deep Neural Network

    Hideki Fujinami, Gendo Kumoi, Masayuki Goto

    2019 Asian Conference of Management Science & Applications ACMSA2019

23. 国際会議 2019

    A Study on Customer Purchase Behavior Analysis Based on Hidden Topic Markov Models

    Mio Hotoda, Gendo Kumoi, Masayuki Goto

    2019 Asian Conference of Management Science & Applications ACMSA2019

24. 国際会議 2019

    An Analytical Model to Activate Non-Royal Users of Multifunctional Credit Card

    Yuto Seko, Gendo Kumoi, Masayuki Goto, Tetsuya Tachibana

    2019 Asian Conference of Management Science & Applications ACMSA2019

25. 国際会議 2019

    A Study on Text Analysis Model to Support Creation of Summarized Weather Forecast

    Takuma Matsumoto, Yuto Seko, Gendo Kumoi, Masayuki Goto, Tomohiro Yoshikai

    17th Asian Network for Quality Congress ANQ2019

26. 国際会議 2019

    System Evaluation of Ternary Error-Correcting Output Codes for Multiclass Classification Problems*

    2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) DOI

27. 国際会議 2019

    Greedy Features Quantity Selection Method from Multivariate Time Series Data for Customer Classification

    Gendo KUMOI, Masayuki GOTO

    4th International Conference on Big Data, Cloud Computing, and Data Science Engineering

28. 国際会議 2018

    A Pattern Analysis Model Based on Users' Action Series on a Portal Site for Job-hunting

    Yuuki Sugiyama, Gendo Kumoi, Masayuki Goto, Takashi Sakurai

    The 19th Asia Pacific Industrial Engineering and Management System Conference (APIEMS2018)

29. 国際会議 2018

    A Model to Detect Unique Customers Based on Time-series Log Data

    Xiaoyan Zhang, Haruka Yamashita, Gendo Kumoi, Masayuki Goto

    The 19th Asia Pacific Industrial Engineering and Management System Conference (APIEMS2018)

30. 国際会議 2018

    A Study on Automatic Classification of Query Documents Considering Question Contents

    Keisuke Okubo, Gendo Kumoi, Masayuki Goto

    The 19th Asia Pacific Industrial Engineering and Management System Conference (APIEMS2018)

31. 国際会議 2018

    An Analytical Model of Customer Purchase Behavior Considering Page Transitions on EC Site

    Mio Hotoda, Hiroki Mizuochi, Gendo Kumoi, Masayuki Goto

    16th Asian Network for Quality Congress Full Paper ANQ2018

32. 国際会議 2018

    A Prediction Model of Item Demands Based on Temperature Gap and Store Characteristics

    Yuto Seko, Ryotaro Shimizu, Gendo Kumoi, Masayuki Goto, Tomohiro Yoshikai

    16th Asian Network for Quality Congress Full Paper ANQ2018

33. 国際会議 2018

    System Evaluation of Error Correcting Output Codes for Artificial Data Methods

    Shigeichi Hirasawa, Gendo Kumoi, Manabu Kobayashi, Masayuki Goto, Hiroshige Inazumi

    Proc. of 2018 International Conference of Engineering Technology and Applied Science (ICETA 2018)

34. 国際会議 2018

    A Greedy Construction Approach of Codeword Table on Error Correcting Output Coding for Multivalued Classification and Its Evaluation by Using Artificial Data

    Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa

    Proc. of 2018 International Conference of Engineering, Technology, and Applied Science (ICETA 2018)

35. 国際会議 2018

    System evaluation of construction methods for multi-class problems using binary classifiers

    Advances in Intelligent Systems and Computing DOI

36. 国際会議 2017

    Transfer Learning Based on Probabilistic Latent Semantic Analysis for Analyzing Purchase Behavior Considering Customers' Membership Stages

    Tianxiang Yang, Gendo Kumoi, Haruka Yamashita, Masayuki Goto

    2017 Asian Conference of Management Science & Applications (ACMSA2017)

37. 国際会議 2017

    Binary Document Classication Based on Fast Flux Discriminant with Similarity Measure on Word Set

    Keisuke Okubo, Gendo Kumoi, Masayuki Goto

    2017 Asian Conference of Management Science & Applications (ACMSA2017)

38. 国際会議 2017

    A Study on Extraction of Important Items Focused on Customer Growth Based on Network Analysis

    Hiroaki Ito, Gendo Kumoi, Masayuki Goto

    The 18th Asia Pacific Industrial Engineering and Management System Conference (APIEMS2017)

39. 国際会議 2017

    A Study on Semi-supervised Learning Using a Small Number of Positive Example Documents and Unlabeled Documents

    Hiroki Mizuochi, Sei Okayama, Gendo Kumoi, Masayuki Goto

    15th Asian Network for Quality Conference (ANQ2017)

40. 国際会議 2012

    A Study of Document Classification Based on Polya Mixture Distribution

    Gendo Kumoi, Kenta Mikawa, Masayuki Goto, Shigeichi Hirasawa

    The 13th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS 2012)

41. 国際会議 2011

    A Proposal of Extracting Unknown Information from Customer Review for SWOT Analysis

    Kenta Mikawa, Gendo Kumoi, KazumaSuzuki, Masayuki Goto

    2011 Asian Conference of Management Science & Applications

42. 国際会議 2011

    A Study on the Recommender System Based on Probabilistic Latent Model

    Takeshi Suzuki, Gendo Kumoi, Kenta Mikawa, Masayuki Goto

    The 12th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS 2011)

43. 国際会議 2011

    A Study on Automatic Summarization of Customer Reviews Based on Maximum Coverage Problem

    Takashi Takemura, Gendo Kumoi, Gou Hosoya, Masayuki Goto

    The 12th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS 2011)

44. 国際会議 2011

    Automated Source Code Plagiarism Detection Based on Coding Style Model

    Kenta Hibi, Gendo Kumoi, Kenta Mikawa, Masayuki Goto

    The 12th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS 2011)

45. 国際会議 2011

    Multivalued Document Classification by Maximization of Posterior Probability Based on Relevance Vector Machine

    Ryosuke Odai, Gendo Kumoi, Kenta Mikawa, Gou Hosoya, Masayuki Goto

    The 12th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS 2011)

46. 国際会議 2009

    Student questionnaire analyses using the clustering method based on the PLSI model

    Takashi Ishida, Hisashi Hamada, Gendo Kumoi, Masayuki Goto, Shigeichi Hirasawa

    Proc. of the 2009 International Conference in Management Sciences and Decision Making

47. 国際会議 2009

    Document classification methods with a small-size training set

    Gendo Kumoi, Takashi Ishida, Masayuki Goto, Shigeichi Hirasawa

    Proc. of the 2009 International Conference in Management Sciences and Decision Making

国内発表 121