Noboru Matsuda

66 papers A* 2A 9B 20Misc 1Journal 14Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Misconception-Aware Prompting Can Generate Authentic Analytical Multiple-Choice Questions. IEEE Access Machi Shimmei, Masaki Uto, Yuichiroh Matsubayashi, Kentaro Inui, Aditi Mallavarapu, Noboru Matsuda
2025	J	`jnl`	Beyond prior knowledge: The predictive role of knowledge-building in Tutor Learning. CoRR Tasmia Shahriar, Mia Ameen, Aditi Mallavarapu, Shiyan Jiang, Noboru Matsuda
2025	B	`conf`	From Tool to Partner: Exploring the Roles of Embodiment on AI Agent in Pair Programming. VL/HCC Xiaoran Yang, Yang Zhan, Noboru Matsuda, Qiao Jin
2025	J	`jnl`	Tell Me Who Your Students Are: GPT Can Generate Valid Multiple-Choice Questions When Students' (Mis)Understanding Is Hinted. CoRR Machi Shimmei, Masaki Uto, Yuichiroh Matsubayashi, Kentaro Inui, Aditi Mallavarapu, Noboru Matsuda
2025	—	`conf`	Tell Me Who Your Students Are: GPT Can Generate Valid Multiple-Choice Questions When Students' (Mis)Understanding is Hinted. AIED Companion (2) Machi Shimmei, Masaki Uto, Yuichiroh Matsubayashi, Kentaro Inui, Aditi Mallavarapu, Noboru Matsuda
2024	—	`conf`	"I Am Confused! How to Differentiate Between...?" Adaptive Follow-Up Questions Facilitate Tutor Learning with Effective Time-On-Task. AIED (2) Tasmia Shahriar, Noboru Matsuda
2024	J	`jnl`	Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational Text Data. CoRR Jeanne McClure, Machi Shimmei, Noboru Matsuda, Shiyan Jiang
2024	A*	`conf`	Students' Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming. AAAI Zhengdong Zhang, Zihan Dong, Yang Shi, Thomas W. Price, Noboru Matsuda, Dongkuan Xu
2023	A	`ed.`	Artificial Intelligence in Education - 24th International Conference, AIED 2023, Tokyo, Japan, July 3-7, 2023, Proceedings AIED Ning Wang, Genaro Rebolledo-Mendez, Noboru Matsuda, Olga C. Santos, Vania Dimitrova
2023	—	`ed.`	Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky - 24th International Conference, AIED 2023, Tokyo, Japan, July 3-7, 2023, Proceedings AIED (Posters/Late Breaking Results/...) Ning Wang, Genaro Rebolledo-Mendez, Vania Dimitrova, Noboru Matsuda, Olga C. Santos
2023	J	`jnl`	Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations. CoRR Tasmia Shahriar, Noboru Matsuda, Kelly Ramos
2023	B	`conf`	Can't Inflate Data? Let the Models Unite and Vote: Data-agnostic Method to Avoid Overfit with Small Data. EDM Machi Shimmei, Noboru Matsuda
2023	A	`conf`	Machine-Generated Questions Attract Instructors When Acquainted with Learning Objectives. AIED Machi Shimmei, Norman L. Bier, Noboru Matsuda
2023	J	`jnl`	Students' Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming. CoRR Zhengdong Zhang, Zihan Dong, Yang Shi, Noboru Matsuda, Thomas W. Price, Dongkuan Xu
2023	J	`jnl`	Teaching How to Teach Promotes Learning by Teaching. Int. J. Artif. Intell. Educ. Noboru Matsuda, Dan Lv, Guoguo Zheng
2023	A	`conf`	What and How You Explain Matters: Inquisitive Teachable Agent Scaffolds Knowledge-Building for Tutor Learning. AIED Tasmia Shahriar, Noboru Matsuda
2022	—	`ed.`	Artificial Intelligence in Education - 23rd International Conference, AIED 2022, Durham, UK, July 27-31, 2022, Proceedings, Part I AIED (1) Maria Mercedes T. Rodrigo, Noboru Matsuda, Alexandra I. Cristea, Vania Dimitrova
2022	—	`ed.`	Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium - 23rd International Conference, AIED 2022, Durham, UK, July 27-31, 2022, Proceedings, Part II AIED (2) Maria Mercedes T. Rodrigo, Noboru Matsuda, Alexandra I. Cristea, Vania Dimitrova
2022	—	`conf`	Automatic Question Generation for Evidence-based Online Courseware Engineering. iTextbooks@AIED Machi Shimmei, Noboru Matsuda
2022	J	`jnl`	Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding. CoRR Jiaxing Xu, Jianbin Cui, Jiangneng Li, Wenge Rong, Noboru Matsuda
2022	J	`jnl`	Teachable Agent as an Interactive Tool for Cognitive Task Analysis: A Case Study for Authoring an Expert Model. Int. J. Artif. Intell. Educ. Noboru Matsuda
2021	—	`conf`	"Can You Clarify What You Said?": Studying the Impact of Tutee Agents' Follow-Up Questions on Tutors' Learning. AIED (1) Tasmia Shahriar, Noboru Matsuda
2021	—	`conf`	Learning Association Between Learning Objectives and Key Concepts to Generate Pedagogically Valuable Questions. AIED (2) Machi Shimmei, Noboru Matsuda
2020	B	`conf`	Learning a Policy Primes Quality Control: Towards Evidence-Based Automation of Learning Engineering. EDM Machi Shimmei, Noboru Matsuda
2020	J	`jnl`	The Effect of Metacognitive Scaffolding for Learning by Teaching a Teachable Agent. Int. J. Artif. Intell. Educ. Noboru Matsuda, Wenting Weng, Natalie Wall
2019	—	`conf`	Evidence-Based Recommendation for Content Improvement Using Reinforcement Learning. AIED (2) Machi Shimmei, Noboru Matsuda
2019	—	`conf`	PASTEL: Evidence-based Learning Engineering Method to Create Intelligent Online Textbook at Scale. iTextbooks@AIED Noboru Matsuda, Machi Shimmei
2018	—	`conf`	Metacognitive Scaffolding Amplifies the Effect of Learning by Teaching a Teachable Agent. AIED (1) Noboru Matsuda, Vishnu Priya Chandra Sekar, Natalie Wall
2018	Misc	`conf`	Using Design Patterns for Math Preservice Teacher Education. EuroPLoP Paul Salvador Inventado, Sharris Gayle Francisco Inventado, Noboru Matsuda, Yeping Li, Peter Scupelli, Korinn Ostrow, Neil T. Heffernan, Shihfen Tu, Craig Mason, Mary Logue, Pat McGuire
2017	A	`conf`	Regional Cultural Differences in How Students Customize Their Avatars in Technology-Enhanced Learning. AIED Evelyn Yarzebinski, Cristina Dumdumaya, Ma. Mercedes T. Rodrigo, Noboru Matsuda, Amy Ogan
2016	B	`conf`	Cognitive Tutors Produce Adaptive Online Course: Inaugural Field Trial. ITS Noboru Matsuda, Martin Van Velsen, Nikolaos Barbalios, Shuqiong Lin, Hardik Vasa, Roya Hosseini, Klaus Sutner, Norman L. Bier
2016	B	`conf`	How quickly can wheel spinning be detected? EDM Noboru Matsuda, Sanjay Chandrasekaran, John C. Stamper
2016	B	`conf`	Tell Me How to Teach, I'll Learn How to Solve Problems. ITS Noboru Matsuda, Nikolaos Barbalios, Zhengzheng Zhao, Anya Ramamurthy, Gabriel J. Stylianides, Kenneth R. Koedinger
2015	—	`conf`	Authoring Tutors with Complex Solutions: A Comparative Analysis of Example Tracing and SimStudent. AIED Workshops Christopher J. MacLellan, Erik Harpstead, Eliane Stampfer Wiese, Mengfan Zou, Noboru Matsuda, Vincent Aleven, Kenneth R. Koedinger
2015	J	`jnl`	Integrating representation learning and skill learning in a human-like intelligent agent. Artif. Intell. Nan Li, Noboru Matsuda, William W. Cohen, Kenneth R. Koedinger
2015	B	`conf`	Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Courseware Refinement. EDM Noboru Matsuda, Tadanobu Furukawa, Norman L. Bier, Christos Faloutsos
2015	—	`conf`	Methods for Evaluating Simulated Learners: Examples from SimStudent. AIED Workshops Kenneth R. Koedinger, Noboru Matsuda, Christopher J. MacLellan, Elizabeth A. McLaughlin
2015	J	`jnl`	Teaching the Teacher: Tutoring SimStudent Leads to More Effective Cognitive Tutor Authoring. Int. J. Artif. Intell. Educ. Noboru Matsuda, William W. Cohen, Kenneth R. Koedinger
2015	A	`conf`	Understanding Students' Use of Code-Switching in a Learning by Teaching Technology. AIED Evelyn Yarzebinski, Amy Ogan, Ma. Mercedes T. Rodrigo, Noboru Matsuda
2014	B	`conf`	Authoring Tutors with SimStudent: An Evaluation of Efficiency and Model Quality. Intelligent Tutoring Systems Christopher J. MacLellan, Kenneth R. Koedinger, Noboru Matsuda
2014	B	`conf`	Investigating the Effect of Meta-cognitive Scaffolding for Learning by Teaching. Intelligent Tutoring Systems Noboru Matsuda, Cassondra L. Griger, Nikolaos Barbalios, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2013	—	`conf`	Impact of Prior Knowledge and Teaching Strategies on Learning by Teaching. AIED Workshops Ma. Mercedes T. Rodrigo, Aaron Ong, Rex Perez Bringula, Roselle S. Basa, Cecilio Dela Cruz, Noboru Matsuda
2013	J	`jnl`	Studying the Effect of a Competitive Game Show in a Learning by Teaching Environment. Int. J. Artif. Intell. Educ. Noboru Matsuda, Evelyn Yarzebinski, Victoria Keiser, Rohan Raizada, Gabriel J. Stylianides, Kenneth R. Koedinger
2013	—	`conf`	Toward a reflective SimStudent: Using experience to avoid generalization errors. AIED Workshops Christopher J. MacLellan, Noboru Matsuda, Kenneth R. Koedinger
2012	A*	`conf`	"Oh dear stacy!": social interaction, elaboration, and learning with teachable agents. CHI Amy Ogan, Samantha L. Finkelstein, Elijah Mayfield, Claudia D'Adamo, Noboru Matsuda, Justine Cassell
2012	—	`conf`	An Application of Peer Review for Art Education: A Tablet PC Becomes a Language for Students Who are Hard of Hearing. WMUTE Miki Namatame, Noboru Matsuda
2012	B	`conf`	Building a Conversational SimStudent. ITS Ryan Carlson, Victoria Keiser, Noboru Matsuda, Kenneth R. Koedinger, Carolyn Penstein Rosé
2012	B	`conf`	Motivational Factors for Learning by Teaching - The Effect of a Competitive Game Show in a Virtual peer-Learning Environment. ITS Noboru Matsuda, Evelyn Yarzebinski, Victoria Keiser, Rohan Raizada, Gabriel Stylianides, Kenneth R. Koedinger
2012	B	`conf`	Shallow learning as a pathway for successful learning both for tutors and tutees. CogSci Noboru Matsuda, Evelyn Yarzebinski, Victoria Keiser, Rohan Raizada, William W. Cohen, Gabriel Stylianides, Kenneth R. Koedinger
2012	—	`conf`	Studying the Effect of Tutor Learning Using a Teachable Agent that Asks the Student Tutor for Explanations. DIGITEL Noboru Matsuda, William W. Cohen, Kenneth R. Koedinger, Victoria Keiser, Rohan Raizada, Evelyn Yarzebinski, Shayna P. Watson, Gabriel Stylianides
2011	B	`conf`	A Machine Learning Approach for Automatic Student Model Discovery. EDM Nan Li, William W. Cohen, Kenneth R. Koedinger, Noboru Matsuda
2011	A	`conf`	Learning by Teaching SimStudent - An Initial Classroom Baseline Study Comparing with Cognitive Tutor. AIED Noboru Matsuda, Evelyn Yarzebinski, Victoria Keiser, Rohan Raizada, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2011	A	`conf`	Learning by Teaching SimStudent - Interactive Event. AIED Noboru Matsuda, Victoria Keiser, Rohan Raizada, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2010	B	`conf`	Learning by Teaching SimStudent. Intelligent Tutoring Systems (2) Noboru Matsuda, Victoria Keiser, Rohan Raizada, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2010	B	`conf`	Learning by Teaching SimStudent: Technical Accomplishments and an Initial Use with Students. Intelligent Tutoring Systems (1) Noboru Matsuda, Victoria Keiser, Rohan Raizada, Arthur Tu, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2010	—	`conf`	Towards a Computational Model of Why Some Students Learn Faster than Others. AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems Nan Li, Noboru Matsuda, William W. Cohen, Kenneth R. Koedinger
2008	B	`conf`	Why Tutored Problem Solving May be Better Than Example Study: Theoretical Implications from a Simulated-Student Study. Intelligent Tutoring Systems Noboru Matsuda, William W. Cohen, Jonathan Sewall, Gustavo Lacerda, Kenneth R. Koedinger
2007	—	`conf`	Evaluating a Simulated Student Using Real Students Data for Training and Testing. User Modeling Noboru Matsuda, William W. Cohen, Jonathan Sewall, Gustavo Lacerda, Kenneth R. Koedinger
2007	A	`conf`	Predicting Students' Performance with SimStudent: Learning Cognitive Skills from Observation. AIED Noboru Matsuda, William W. Cohen, Jonathan Sewall, Gustavo Lacerda, Kenneth R. Koedinger
2005	A	`conf`	Advanced Geometry Tutor: An intelligent tutor that teaches proof-writing with construction. AIED Noboru Matsuda, Kurt VanLehn
2004	J	`jnl`	GRAMY: A Geometry Theorem Prover Capable of Construction. J. Autom. Reason. Noboru Matsuda, Kurt VanLehn
2003	—	`conf`	Modeling Hinting Strategies for Geometry Theorem Proving. User Modeling Noboru Matsuda, Kurt VanLehn
2000	B	`conf`	A Reification of a Strategy for Geometry Theorem Proving. Intelligent Tutoring Systems Noboru Matsuda, Kurt VanLehn
1998	B	`conf`	Diagrammatic Reasoning for Geometry ITS to Teach Auxiliary Line Construction Problems. Intelligent Tutoring Systems Noboru Matsuda, Toshio Okamoto
1996	B	`conf`	Parallel Computing Model for Problem Solver Towards ITSs: Epistemological Articulation of Human Problem Solving. Intelligent Tutoring Systems Noboru Matsuda, Toshio Okamoto
1992	B	`conf`	Student Model Diagnosis for Adaptive Instruction in ITS. Intelligent Tutoring Systems Noboru Matsuda, Toshio Okamoto