| PASTEL: Evidence-based learning engineering methods to facilitate creation of adaptive online courseware N Matsuda, M Shimmei, P Chaudhuri, D Makam, R Shrivastava, J Wood, ... Artificial Intelligence in STEM Education: The Paradigmatic Shifts in …, 2022 | 5 | 2022 |
| Learning a Policy Primes Quality Control: Towards Evidence-Based Automation of Learning Engineering. M Shimmei, N Matsuda International Educational Data Mining Society, 2020 | 4 | 2020 |
| PASTEL: Evidence-based Learning Engineering Method to Create Intelligent Online Textbook at Scale. N Matsuda, M Shimmei iTextbooks@ AIED, 70-80, 2019 | 3 | 2019 |
| Automatic Question Generation for Evidence-based Online Courseware Engineering M Shimmei, N Matsuda | 3 | |
| Can't Inflate Data? Let the Models Unite and Vote: Data-Agnostic Method to Avoid Overfit with Small Data. M Shimmei, N Matsuda International Educational Data Mining Society, 2023 | 2 | 2023 |
| Latent Skill Mining and Labeling from Courseware Content N Matsuda, J Wood, R Shrivastava, M Shimmei, N Bier Journal of Educational Data Mining 14 (2), 2022 | 2 | 2022 |
| Learning Association Between Learning Objectives and Key Concepts to Generate Pedagogically Valuable Questions M Shimmei, N Matsuda International Conference on Artificial Intelligence in Education, 320-324, 2021 | 2 | 2021 |
| Application Of Reinforcement Learning For Automated Contents Validation Towards Self-Improving Online Courseware N Matsuda, M Shimmei Proceedings of the 7th Annual GIFT Users Symposium, 57, 2019 | 2 | 2019 |
| Machine-Generated Questions Attract Instructors When Acquainted with Learning Objectives M Shimmei, N Bier, N Matsuda International Conference on Artificial Intelligence in Education, 3-15, 2023 | 1 | 2023 |
| APPLICATIONS C S Shen, M Shimmei, M Chi, N Matsuda Design Recommendations for Intelligent Tutoring Systems: Volume 7-Self …, 2019 | 1 | 2019 |
| Evidence-Based Recommendation for Content Improvement Using Reinforcement Learning M Shimmei, N Matsuda Artificial Intelligence in Education: 20th International Conference, AIED …, 2019 | | 2019 |
| –APPLICATIONS OF REINFORCEMENT LEARNING TO SELF IMPROVING EDUCATIONAL SYSTEMS S Shen, M Shimmei, M Chi, N Matsuda Design Recommendations for Intelligent Tutoring Systems, 77, 0 | | |
