Kobayashi Manabu

コバヤシマナブ | Kobayashi Manabu

Affiliation and department：
Job title： Associate Professor

Research field (4)： Intelligent informatics , Statistical science , Information theory , Communication and network engineering

Research keywords (4)： Data mining , Machine learning , Information theory , Coding theory

Research theme for competitive and other funds (11)：

2021 - 2025 データ駆動型社会の基盤をなす次世代実験計画技術の開発と実証的評価
2019 - 2023 ビジネス価値創造のためのデータ解析プラットフォームと時変協調フィルタリングの研究
2019 - 2022 Development of a self-study system that can feel the learner's emotion beyond time and space for language learning
2016 - 2019 Programming Education System Based on Big Data and Learning Analytics for Beginners
2014 - 2017 Fundamental study on business analytics technologies on big data era

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Papers (92)：

Tota Suko, Manabu Kobayashi. Detection Probability of Poor Responses in Questionnaires with Quality Control Questions. IEICE Trans on fundamentals. 2025. E108-A. 3
AIによる分割を利用, 分割結果表示, Manabu KobayashiGendo, KumoiHideki YagiShigeichi Hirasawa. Average Performance Analysis of Multi-class Classification based on Error-Correcting Output Codes. Proc. of 2024 IEEE International Conference on Systems, Man, and Cybernetics. 2024
Kenta MIKAWA, Manabu Kobayashi, Tomoyuki Sasaki, Akiko Manada. A Study on Latent Structural Models for Binary Relational Data with Attribute Information. Nonlinear Theory and Its Applications, IEICE. 2024. E15-N. 2
Mikawa Kenta, Kobayashi Manabu, Sasaki Tomoyuki, Manada Akiko. A Study on Latent Structural Models for Binary Relational Data with Attribute Information. Proc of 2023 International Symposium on Nonlinear Theory and Its Applications. 2023. 198-201
Satoshi SUZUKI, Manabu KOBAYASHI, Masayuki GOTO. A Model for Estimating the Operating Status of Individual Home Appliances Based on Bayesian Estimation from Main Power Consumption. Journal of Japan Industrial Management Association. 2023. 74. 2. 63-76

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MISC (150)：

小林学, 松嶋敏泰, 平澤茂一. 時系列出欠席モデルによる欠席バイアスを考慮した授業演習難易度推定. 日本教育工学会 2024年秋季全国大会予稿集. 2024
隈裕子, 小林学, 石田崇, 雲居玄道, 平澤茂一. 生成 AI を用いた問題自動生成における教材読込の効果. 日本教育工学会 2024年秋季全国大会予稿集. 2024
石田崇, 隈裕子, 雲居玄道, 小林学, 平澤茂一. 表形式の数値データを入力とした生成 AI による問題自動生成の検証. 日本教育工学会 2024年秋季全国大会予稿集. 2024
Gendo Kumoi, Takashi Ishida, Manabu Kobayashi, Shigeichi Hirasawa. Verification of Numerical Value Generation Using Generative AI in Quiz for Statistics. 2024. 527-528
Takashi Ishida, Gendo Kumoi, Manabu Kobayashi, Shigeichi Hirasawa. Verification of the Quality of Practice Questions for Statistics Created by Generative AI. 2024. 63-64

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Books (5)：

Education (3)：

1996 - 1999 Waseda University Graduate School of Science and Engineering Department of Industrial and Management Systems Engineering
1994 - 1996 Waseda University Graduate School of Science and Engineering Department of Industrial and Management Systems Engineering
1990 - 1994 Waseda University Department of Science and Engineering Department of Industrial and Management Systems Engineering

Professional career (1)：

Work history (6)：

2018/04 - 現在 Waseda University Center for Data Science Professor
2014/04 - 2018/03 Shonan Institute of Technology Faculty of Engineering Professor
2008/04 - 2014/03 Shonan Institute of Technology Faculty of Engineering Associate professor
2002/04 - 2008/03 Shonan Institute of Technology Faculty of Engineering Lecturer
2001/04 - 2002/03 Waseda University Research Institute for Science and Engineering Researcher

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Committee career (18)：

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Awards (4)：

2022/03 - Institute of Electrical and Electronics Engineers(IEEE) IEEE EDUNINE 2022 Best Paper Award Research Results on System Development of the Research Project of a Self-Study System for Language Learning
2018/03 - The World CIST'18 Best Paper award 6th World Conference on Information Systems and Technologies (WorldCist'18)
2017/03 - 電子情報通信学会功績賞 I-Scoverシステム開発に関する長年の貢献
2012/03 - 情報処理学会第74回情報処理学会全国大会大会優秀賞マルコフモデルによる自動分類に対する分類誤り確率の推定

Association Membership(s) (4)：

日本経営工学会 , 情報処理学会 , 電子情報通信学会 , IEEE

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