Applications of Data Mining in Constraint-based Intelligent Tutoring Systems

Frontiers in Artificial Intelligence and Applications

Volumn 125, Issue , 2005, Pages 896-898

  Nilakant, Karthik ^a   Mitrovic, Antonija ^a  

^a UNIVERSITY OF CANTERBURY   (New Zealand)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED INSTRUCTION; DATA VISUALIZATION; INFORMATION SYSTEMS; INFORMATION USE; LEARNING ALGORITHMS; MACHINE LEARNING;

AMOUNT OF INTERACTION; CONSTRAINT-BASED; CONSTRAINT-BASED TUTORS; DATA MINING PROCESS; INFORMATION VISUALIZATION; INTELLIGENT TUTORING; MACHINE LEARNING ALGORITHMS; STUDENT INTERACTIONS; TUTORING SYSTEM;

DATA MINING;

EID: 84945280184     PISSN: 09226389     EISSN: 18798314     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (7)

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2. Heiner, C., Beck, J., Mostow, J. (2004), Lessons on using ITS data to answer educational research questions. In: J. Mostow and P. Tedesco (eds) Proc. ITS 2004 Log Analysis Workshop, pp. 20-28.
3. Merceron, A., Yacef, K. (2003) A web-based tutoring tool with mining facilities to improve learning and teaching. In: U. Hoppe, F. Verdejo, J. Kay (eds) Proc. AIED 2003, IOS Press, pp. 201-208.
4. Mitrovic, A., Ohlsson, S. (1999) Evaluation of a constraint-based tutor for a database language. Int. J. Artificial Intelligence in Education, v 10 no 3-4, 238-256.
5. Mitrovic, A., Martin, B. and Mayo, M. (2002) Using Evaluation to Shape ITS Design: Results and Experiences with SQL-Tutor. Int. J. User Modeling and User-Adapted Interaction, v 12 no 2-3, 243-279.
6. Mostow, J. (2004) Some useful design tactics for mining ITS data. In: J. Mostow and P. Tedesco (eds) Proc. ITS 2004 Log Analysis Workshop, pp. 20-28.
7. Romero, R. (2003) Discovering prediction rules in AHA! Courses. In: P. Brusilovsky, A. Corbett, F. de Rosis (eds) Proc. User Modeling 2003, Springer, pp. 25-34.