Research field (1)：
Mathematical physics and basic theory
Research theme for competitive and other funds (3)：
2024 - 2026 Analysis of Educational Effects by means of Causal Inference and Machine Learning
1996 - 1999 Monte Carlo simulation for physical properties
1995 - 1996 超伝導体と液晶のアナロジーを拡張した物性研究
Papers (17)：
Tomoko Nagai, Takayuki Okuda, Tomoya Nakamura, Yuichiro Sato, Yusuke Sato, Kensaku Kinjo, Kengo Kawamura, Shin Kikuta, Naoto Kumano-go. Educational Effects in Mathematics: Conditional Average Treatment Effect depending on the Number of Treatments. arXiv:2411.01498. 2024
Tomoko Nagai. Evaluation of Educational Effects in Mathematics by means of T-learner based upon Causal Inference. Journal of Japanese Society for Engineering Education. 2024. 72. 5. 75-80
Tomoko Nagai, Hirohisa Takahashi, Motoki Kino, Takanao Tsuyuki, Tetsuo Hosoya, Takayuki Muto. Quantitative Analysis of Educational Effects in Physics by means of Causal Inference and Machine Learning. Physics Education in University. 2024. 30. 1. 39-42
Hirohisa Takahashi, Tomoko Nagai, Motoki Kino, Tetsuo Hosoya, Takanao Tsuyuki, Takayuki Muto, Shinya Komugi. Statistical Analysis of Educational Effects by Using Academic Support Center in Kogakuin University. Kogakuin University Bulletin. 2024. 61. 2. 57-71
Tomoko Nagai, Kensaku Kinjo, Kengo Kawamura, Tomoya Nakamura, Takayuki Okuda, Yuichiro Sato, Jun-ichi Mukuno, Shin Kikuta, and Naoto Kumano-go. Educational Effects by the Division of Mathematics of Kogakuin University Academic Support Center - Decision Tree Analysis -. Journal of JSEE. 2023. 71. 3. 112-116
永井朋子, 紀基樹, 細谷哲雄, 高橋浩久, 露木孝尚, 武藤恭之. Decision tree analysis of activities at Academic Support Center in Kogakuin University. 日本物理学会講演概要集(CD-ROM). 2023. 78. 1
永井朋子, 高橋浩久, 紀基樹, 細谷哲雄, 露木孝尚, 武藤恭之. Statistical analysis of Educational Effects by Academic Support in Physics. 日本物理学会講演概要集(CD-ROM). 2023. 78. 2
Lectures and oral presentations (33)：
Analysis of Educational Effects in Mathematics using T-learner based on Causal Inference
(2024 6th International Workshop on Artificial Inteligence and Education 2024)
Analysis of Educational Effects in Physics using Machine Learning based on Causal Inference
(The Physical Society of Japan 2024 Annual (79th) Meeting 2024)
工学院大学学習支援センター物理科利用による教育効果の統計分析
(The Physical Society of Japan 2024 Spring Meeting 2024)
Analysis of Educational Effects in Mathematics by means of Causal Inference
(the 86th National Convention of Information Processing Society of Japan 2024)
Statistical analysis of Educational Effects by Academic Support in Physics
(The Physical Society of Japan 2023 Annual (78th) Meeting 2023)
1993 - 1996 The University of Tokyo The Faculty of Engineering Department of Applied Physics
1991 - 1993 The University of Tokyo The Faculty of Engineering
1989 - 1991 The University of Tokyo Division of Engineering Department of Applied Physics
1987 - 1989 The University of Tokyo
Professional career (2)：
Dr. Eng. (The University of Tokyo)
Dr. Eng. (The University of Tokyo)
Work history (6)：
2023/04 - 現在 International University of Health and Welfare School of Health Sciences at Odawara Lecturer
2019/04 - 2023/03 Kogakuin University Academic Support Center Lecturer
2016/04 - 2023/03 Tokyo University of Technology
1999/04 - 2001/09 財団法人基礎化学研究所 研究員
1996/10 - 1999/03 科学技術庁新技術協会 科学技術特別研究員
1995/04 - 1996/09 文部省日本学術振興会 特別研究員
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Association Membership(s) (6)：
Japanese Society for Educational Technology
, Japanese Society of Engineering Education
, Information Processing Society of Japan
, Physical Society of Japan
, Chemical Society of Japan
, Physical Society of Japan
