Using learning curves to mine student models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3538 LNAI, Issue , 2005, Pages 79-88

  Martin, Brent ^a   Mitrovic, Antonija ^a  

^a UNIVERSITY OF CANTERBURY   (New Zealand)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; COMPUTER SIMULATION; FEEDBACK; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; STUDENTS;

INTELLIGENT TUTORING SYSTEM (ITS); LEARNING CURVES; MINE STUDENT MODELS; TAXONOMY;

ARTIFICIAL INTELLIGENCE;

EID: 26944484779     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11527886_12     Document Type: Conference Paper

References (10)

1. Anderson, J.R., Corbett, A.T., Koedinger, K.R., Pelletier, R.: Cognitive Tutors: Lessons Learned. Journal of the Learning Sciences 4(2) (1995) 167-207
2. Koedinger, K.R., Mathan, S.: Distinguishing qualitatively different kinds of learning using log files and learning curves. ITS 2004 Log Analysis Workshop Maceio, Brazil (2004) 39-46
3. Martin, B.: Constraint-Based Modelling: Representing Student Knowledge. New Zealand Journal of Computing 7(2) (1999) 30-38
4. Mitrovic, A.: An Intelligent SQL Tutor on the Web. Artificial Intelligence in Education 13(2-4) (2003) 173-197
5. Mitrovic, A., Martin, B., Mayo, M.: Using evaluation to shape ITS design: Results and experiences with SQL-Tutor. User Modelling and User Adapted Interaction 12(2-3) (2002) 243-279
6. Mitrovic, A., Suraweera, P., Martin, B.: The role of domain ontology in knowledge acquisition for ITS. Seventh international conference on Intelligent Tutoring Systems, Maceio, Brazil (2004) 207-216
7. Mizoguchi, R., Bourdeau, J.: Using Ontological Engineering to Overcome Common AI-ED Problems. International Journal of Artificial Intelligence in Education 11 (2000) 107-121
8. Newell, A., Rosenbloom, P.S.: Mechanisms of skill acquisition and the law of practice. Cognitive skills and their acquisition, J.R. Anderson, Editor. Lawrence Erlbaum Associates, Hillsdale, NJ (1981) 1-56
9. Ohlsson, S.: Constraint-Based Student Modeling. Student Modeling: The Key to Individualized Knowledge-Based Instruction, J. Greer and G. McCalla, Editors, Springer-Verlag, New York (1994) 167-189
10. Zapata-Rivera, J.D., Greer, J.E.: Interacting with Inspectable Bayesian Student Models. Artificial Intelligence in Education 14(2) (2004) 127-163