Noboru Matsuda

Orcid: 0000-0003-2344-1485

Affiliations:
  • Department of Computer Science, North Carolina State University, Raleigh, USA
  • Carnegie Mellon University, Pittsburgh, USA (former)


According to our database1, Noboru Matsuda authored at least 56 papers between 1992 and 2024.

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Bibliography

2024
Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational Text Data.
CoRR, 2024

"I Am Confused! How to Differentiate Between...?" Adaptive Follow-Up Questions Facilitate Tutor Learning with Effective Time-On-Task.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

Students' Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Teaching How to Teach Promotes Learning by Teaching.
Int. J. Artif. Intell. Educ., September, 2023

Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations.
CoRR, 2023

Can't Inflate Data? Let the Models Unite and Vote: Data-agnostic Method to Avoid Overfit with Small Data.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

Machine-Generated Questions Attract Instructors When Acquainted with Learning Objectives.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

What and How You Explain Matters: Inquisitive Teachable Agent Scaffolds Knowledge-Building for Tutor Learning.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022
Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding.
CoRR, 2022

Teachable Agent as an Interactive Tool for Cognitive Task Analysis: A Case Study for Authoring an Expert Model.
Int. J. Artif. Intell. Educ., 2022

Automatic Question Generation for Evidence-based Online Courseware Engineering.
Proceedings of the Fourth International Workshop on Intelligent Textbooks 2022 co-located with 23d International Conference on Artificial Intelligence in Education (AIED 2022), 2022

2021
Learning Association Between Learning Objectives and Key Concepts to Generate Pedagogically Valuable Questions.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

"Can You Clarify What You Said?": Studying the Impact of Tutee Agents' Follow-Up Questions on Tutors' Learning.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020
The Effect of Metacognitive Scaffolding for Learning by Teaching a Teachable Agent.
Int. J. Artif. Intell. Educ., 2020

Learning a Policy Primes Quality Control: Towards Evidence-Based Automation of Learning Engineering.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

2019
Evidence-Based Recommendation for Content Improvement Using Reinforcement Learning.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

PASTEL: Evidence-based Learning Engineering Method to Create Intelligent Online Textbook at Scale.
Proceedings of the First Workshop on Intelligent Textbooks co-located with 20th International Conference on Artificial Intelligence in Education (AIED 2019), 2019

2018
Using Design Patterns for Math Preservice Teacher Education.
Proceedings of the 23rd European Conference on Pattern Languages of Programs, 2018

Metacognitive Scaffolding Amplifies the Effect of Learning by Teaching a Teachable Agent.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017
Regional Cultural Differences in How Students Customize Their Avatars in Technology-Enhanced Learning.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016
Cognitive Tutors Produce Adaptive Online Course: Inaugural Field Trial.
Proceedings of the Intelligent Tutoring Systems - 13th International Conference, 2016

Tell Me How to Teach, I'll Learn How to Solve Problems.
Proceedings of the Intelligent Tutoring Systems - 13th International Conference, 2016

How quickly can wheel spinning be detected?
Proceedings of the 9th International Conference on Educational Data Mining, 2016

2015
Teaching the Teacher: Tutoring SimStudent Leads to More Effective Cognitive Tutor Authoring.
Int. J. Artif. Intell. Educ., 2015

Integrating representation learning and skill learning in a human-like intelligent agent.
Artif. Intell., 2015

Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Courseware Refinement.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

Understanding Students' Use of Code-Switching in a Learning by Teaching Technology.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

Authoring Tutors with Complex Solutions: A Comparative Analysis of Example Tracing and SimStudent.
Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, 2015

Methods for Evaluating Simulated Learners: Examples from SimStudent.
Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, 2015

2014
Investigating the Effect of Meta-cognitive Scaffolding for Learning by Teaching.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

Authoring Tutors with SimStudent: An Evaluation of Efficiency and Model Quality.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

2013
Studying the Effect of a Competitive Game Show in a Learning by Teaching Environment.
Int. J. Artif. Intell. Educ., 2013

Impact of Prior Knowledge and Teaching Strategies on Learning by Teaching.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

Toward a reflective SimStudent: Using experience to avoid generalization errors.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

2012
An Application of Peer Review for Art Education: A Tablet PC Becomes a Language for Students Who are Hard of Hearing.
Proceedings of the Seventh IEEE International Conference on Wireless, 2012

Motivational Factors for Learning by Teaching - The Effect of a Competitive Game Show in a Virtual peer-Learning Environment.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Building a Conversational SimStudent.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Studying the Effect of Tutor Learning Using a Teachable Agent that Asks the Student Tutor for Explanations.
Proceedings of the 2012 IEEE Fourth International Conference On Digital Game And Intelligent Toy Enhanced Learning, 2012

Shallow learning as a pathway for successful learning both for tutors and tutees.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

"Oh dear stacy!": social interaction, elaboration, and learning with teachable agents.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
A Machine Learning Approach for Automatic Student Model Discovery.
Proceedings of the 4th International Conference on Educational Data Mining, 2011

Learning by Teaching SimStudent - An Initial Classroom Baseline Study Comparing with Cognitive Tutor.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Learning by Teaching SimStudent - Interactive Event.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

2010
Learning by Teaching SimStudent: Technical Accomplishments and an Initial Use with Students.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

Learning by Teaching SimStudent.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

Towards a Computational Model of Why Some Students Learn Faster than Others.
Proceedings of the Cognitive and Metacognitive Educational Systems, 2010

2008
Why Tutored Problem Solving May be Better Than Example Study: Theoretical Implications from a Simulated-Student Study.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

2007
Evaluating a Simulated Student Using Real Students Data for Training and Testing.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Predicting Students' Performance with SimStudent: Learning Cognitive Skills from Observation.
Proceedings of the Artificial Intelligence in Education, 2007

2005
Advanced Geometry Tutor: An intelligent tutor that teaches proof-writing with construction.
Proceedings of the Artificial Intelligence in Education, 2005

2004
GRAMY: A Geometry Theorem Prover Capable of Construction.
J. Autom. Reason., 2004

2003
Modeling Hinting Strategies for Geometry Theorem Proving.
Proceedings of the User Modeling 2003, 2003

2000
A Reification of a Strategy for Geometry Theorem Proving.
Proceedings of the Intelligent Tutoring Systems, 5th International Conference, 2000

1998
Diagrammatic Reasoning for Geometry ITS to Teach Auxiliary Line Construction Problems.
Proceedings of the Intelligent Tutoring Systems, 4th International Conference, 1998

1996
Parallel Computing Model for Problem Solver Towards ITSs: Epistemological Articulation of Human Problem Solving.
Proceedings of the Intelligent Tutoring Systems, Third International Conference, 1996

1992
Student Model Diagnosis for Adaptive Instruction in ITS.
Proceedings of the Intelligent Tutoring Systems, Second International Conference, 1992


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