Research field (2)：
Learning support systems
, Information theory
Research keywords (3)：
Learning Analytics
, Natural Computing
, Theory of Computation
Research theme for competitive and other funds (6)：
2022 - 2026 Construction and Evaluation of a High-Density Learning Analytics Infrastructure for Data-Driven Education
2022 - 2026 Development and Evaluation of Learning Analytics Platform based on Learning Improvement Model
2021 - 2024 Development and evaluation of learning analytics dashboard for the decision-making support of learning behavior improvement
2016 - 2021 化学反応オートマトンにおける決定性計算の研究
2013 - 2015 化学反応オートマトンの解析と応用に関する研究
2012 - 2013 化学反応オートマトンの研究
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Papers (83)：
Yongle Ren, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada. QA-Knowledge Attention for Exam Performance Prediction. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2024. 15159 LNCS. 375-389
Ivo Lodovico Molina, Valdemar Švábenský, Tsubasa Minematsu, Li Chen, Fumiya Okubo, Atsushi Shimada. Comparison of Large Language Models for Generating Contextually Relevant Questions. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2024. 15160 LNCS. 137-143
Sukrit Leelaluk, Cheng Tang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada. Attention-Based Artificial Neural Network for Student Performance Prediction Based on Learning Activities. IEEE Access. 2024. 12. 100659-100675
Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Fumiya Okubo, Atsushi Shimada. How Do Strategies for Using ChatGPT Affect Knowledge Comprehension?. Communications in Computer and Information Science. 2024. 2150 CCIS. 151-162
Cheng Tang, Li Chen, Gen Li, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Atsushi Shimada. Visual Analytics of Learning Behavior Based on the Dendritic Neuron Model. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2024. 14885 LNAI. 192-203
A Theory of Chemical Reaction Computing
(人工知能学会 合同研究会2019, 第33回ナチュラルコンピューティング研究会(SIG-NAC) 2019)
Reaction Automata: Language Accepting Models Motivated by Chemical Reactions
(The 1st International Workshop on Reaction Systems 2018)
Education (3)：
2011 - 2014 Waseda University Graduate School of Education Curriculum Area Sciences Major
2009 - 2011 Waseda University Graduate School of Education Mathematics Education Major
2005 - 2009 Waseda University School of Education Department of Science
Professional career (1)：
博士(理学) (早稲田大学)
Work history (6)：
2021/04 - 現在 Kyushu University Faculty of Information Science and Electrical Engineering Associate Professor
2020/04 - 2021/03 Nihon Pharmaceutical University Department of Pharmaceutical Sciences Associate Professor
2018/04 - 2020/03 Takachiho University Faculty of Business Administration Associate Professor
2014/04 - 2018/03 Kyushu University Faculty of Arts and Science Assistant Professor
2013/04 - 2014/03 Japan Society for the Promotion of Science Research Fellowship for Young Scientists DC2
2011/04 - 2013/03 Waseda University Faculty of Education and Integrated Arts and Sciences Research Associate
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Committee career (2)：
2018 - The 22nd International Conference on Developments in Language Theory Program Commitee
2015 - The 1st workshop on e-Book-based Educational Big Data for Enhancing Teaching and Learning Program Commitee
Awards (2)：
2015/07 - The 15th IEEE International Conference on Advanced Learning Technologies (ICALT 2015) ICALT2015 Best Paper Award(Short paper) Preliminary Research on Self-regulated Learning and Learning Logs in a Ubiquitous Learning Environment
2014/03 - 早稲田大学 小野梓記念学術賞
Association Membership(s) (2)：
Information Processing Society of Japan
, The Institute of Electronics, Information and Communication Engineers
