Selected English Publications - Noboru Matsuda

The list below only shows his publications in English.
A complete publication list including both Japanese and English papers is also available.

 

Journal papers

2004 Matsuda, N., & VanLehn, K. (2004). GRAMY: A Geometry Theorem Prover Capable of Construction. Journal of Automated Reasoning, 32(1), 3-33.
1994 Toshio Okamoto, Koichiro Morihiro, Noboru Matsuda, Shimpei Takuma, "Application of Analogical Reasoning and Extraction of Tutoring Rules for Concept-Formation Learning," Electronics and Communications in Japan Part Iii-Fundamental Electronic Science, Vol.77, No.3, pp.75-86, 1994.
1993 Noboru Matsuda, Toshio Okamoto, "Student Modelling for Procedural Problem Solving", IEICE Trans. of Inf. & Syst., Vol.E77-D, No.1, pp.49-56, 1993. 
1992 Noboru Matsuda, Toshio Okamoto, "Student Model and its Recognition by Hypothesis-Based Reasoning in ITS", Journal of Electronics and Communications in Japan, Part III, Vol.75, No.8, pp.85-95, 1992. 

Toshio Okamoto, Noboru Matsuda, "Overview on the studies of intelligent CAIs/ITSs in Japan," Educational Technology Research, Vol.15, No.1-2, pp.1-8, 1992.

 

Peer-reviewed conference papers

2008 Matsuda, N., Cohen, W. W., Sewall, J., Lacerda, G., & Koedinger, K. R. (2008). Why tutored problem solving may be better than example study: Theoretical implications from a simulated-student study. In B. P. Woolf, E. Aimeur, R. Nkambou & S. Lajoie (Eds.), Proceedings of the International Conference on Intelligent Tutoring Systems (pp. 111-121). Heidelberg, Berlin: Springer. (acceptance rate: 0.33)
2007 Matsuda, N., Cohen, W. W., Sewall, J., Lacerda, G., & Koedinger, K. R. (2007). Predicting students performance with SimStudent that learns cognitive skills from observation. In R. Luckin, K. R. Koedinger & J. Greer (Eds.), Proceedings of the international conference on Artificial Intelligence in Education (pp. 467-476). Amsterdam, Netherlands: IOS Press. (acceptance rate: 0.30)

Matsuda, N., Cohen, W. W., Sewall, J., Lacerda, G., & Koedinger, K. R. (2007). Evaluating a simulated student using real students data for training and testing. In C. Conati, K. McCoy & G. Paliouras (Eds.), Proceedings of the international conference on User Modeling (LNAI 4511) (pp. 107-116). Berlin, Heidelberg: Springer. (acceptance rate: 0.20)

2005 Matsuda, N., Cohen, W. W., & Koedinger, K. R. (2005). Building Cognitive Tutors with Programming by Demonstration. In S. Kramer & B. Pfahringer (Eds.), Proceedings of the International Conference on Inductive Logic Programming (Technical report, TUM-I0510) (pp. 41-46): Institut fur Informatik, Technische Universitat Munchen.

Matsuda, N., Cohen, W. W., & Koedinger, K. R. (2005). Applying Programming by Demonstration in an Intelligent Authoring Tool for Cognitive Tutors. In AAAI Workshop on Human Comprehensible Machine Learning (Technical Report WS-05-04) (pp. 1-8). Menlo Park, CA: AAAI association.

Matsuda, N., & VanLehn, K. (2005). Advanced Geometry Tutor: An intelligent tutor that teaches proof-writing with construction. In C.-K. Looi, G. McCalla, B. Bredeweg & J. Breuker (Eds.), Proceedings of The 12th International Conference on Artificial Intelligence in Education (pp. 443-450). Amsterdam: IOS Press.  (acceptance rate: 0.31)

2003 Noboru Matsuda and Kurt VanLehn, "Modeling Hinting Strategies for Geometry Theorem Proving," In P. Brusilovsky, A. Corbett & F. de Rosis (Eds.), Proceedings of the 9th International Conference on User Modeling (pp.373-377), Berlin, Heidelberg: Springer.
2000 Noboru Matsuda, Kurt VanLehn, "A Reification of a Strategy for Geometry Theorem Proving," In G. Gauthier, C. Frasson & K. VanLehn (Eds.), Proceedings of the International Conference on Intelligent Tutoring Systems (Lecture Notes in Computer Science, No.1839, p.660), Berlin, Heidelberg: Springer. 

Noboru Matsuda, Kurt VanLehn, "Decision Theoretic Instructional Planner for Intelligent Tutoring Systems," In B. du Boulay (Ed.), Workshop Proceedings on Modeling Human Teaching Tactics and Strategies (ITS2000, pp.72-83). 

1998 Noboru Matsuda, "Cognitive Contribution of Diagrammatic Reasoning Model towards Geometry ITS," In B. P. Goettl, H. M. Halff, C. L. Redfield, V. J. Shute (Eds.), Workshop Proceedings on Cognitive Principles in Intelligent Tutoring Systems (ITS98).

Noboru Matsuda, Toshio Okamoto, "Diagrammatic Reasoning for Geometry ITS to Teach Auxiliary Line Construction Problem", In B. P. Goettl, H. M. Halff, C. L. Redfield & V. J. Shute (Eds.), Proceedings of the International Conference on Intelligent Tutoring Systems, (Lecture Notes in Computer Science No.1452, pp.244-253), Heidelberg, Berlin: Springer. 

1996 Noboru Matsuda, Toshio Okamoto, "Parallel Computing Model for Problem Solver Towards ITSs", In C. Frasson, G. Gauthier & A. Lesgold (Eds.), Proceedings of the International Conference on Intelligent Tutoring Systems (Lecture Notes in Computer Science No.1086, pp.234-242), Heidelberg, Berlin: Springer.
1994 Noboru Matsuda, Toshio Okamoto, "Student Modelling for an ITS to Study Problem Solving", In H Ueno & V. L. Stefanuk (Eds.), Proceedings of Japan-CIS Symposium on Knowledge Based Software Engineering (pp.94-99), Saitama, Japan: Isshinsha.
1992 Noboru Matsuda, Toshio Okamoto, "Student Model Diagnosis for Adaptive Instruction in ITS", In C. Frasson, G. Gauthier & G.I. McCalla (Eds.), Proceedings of the International Conference on Intelligent Tutoring Systems (Lecture Notes in Computer Science No.608, pp.467-474), Heidelberg, Berlin: Springer-Varlag.
 

Dissertation

2004

Noboru Matsuda. (2004) The Impact of Different Proof Strategies On Learning Geometry Theorem Proving, Unpublished Ph.D dissertation, University of Pittsburgh, Pittsburgh, PA. 

 

Other publications

2006 Noboru Matsuda, William W. Cohen, Jonathan Sewall, and Kenneth R. Koedinger (2006). Applying Machine Learning to Cognitive Modeling for Cognitive Tutors, Technical report CMU-ML-06-105, School of Computer Science, Carnegie Mellon University.

Noboru Matsuda, William W. Cohen, Jonathan Sewall, and Kenneth R. Koedinger (2006). What characterizes a better demonstration for cognitive modeling by demonstration? Technical report CMU-ML-06-106, School of Computer Science, Carnegie Mellon University.


Contact: Noboru Matsuda (mazda@cs.cmu.edu)

Last modified: 08/12/08 10:44:18 -0400