Problem order implications for learning transfer

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

Volumn 7315 LNCS, Issue , 2012, Pages 185-194

  Li, Nan ^a   Cohen, William W ^a   Koedinger, Kenneth R ^a  

^a Carnegie Mellon University ^*  (United States)

Author keywords

blocked problem order; interleaved problem order; learner modeling; learning transfer

Indexed keywords

BLOCKED PROBLEM ORDER; COGNITIVE SKILL; CONTROLLED SIMULATION; EFFECTIVE LEARNING; EFFECTIVE PERFORMANCE; EQUATION SOLVING; ERROR DETECTION AND CORRECTION; INTERLEAVED PROBLEM ORDER; LEARNER MODELING; LEARNING AGENTS; LEARNING EFFECTIVENESS; LEARNING TRANSFER; MACHINE-LEARNING;

COMPUTER AIDED INSTRUCTION; STOICHIOMETRY;

PROBLEM SOLVING;

EID: 84862506245     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-30950-2_24     Document Type: Conference Paper

References (23)

1. Aleven, V., Mclaren, B.M., Sewall, J., Koedinger, K.R.: A new paradigm for intelligent tutoring systems: Example-tracing tutors. International Journal of Artificial Intelligence in Education 19, 105-154 (2009)
2. Carnahan, H., Van Eerd, D.L., Allard, F.: A note on the relationship between task requirements and the contextual interference effect. Journal of Motor Behavior 22(1), 159-169 (1990)
3. Chan, T.-W., Chou, C.-Y.: Exploring the design of computer supports for reciprocal tutoring. International Journal of Artificial Intelligence in Education 8, 1-29 (1997)
4. Del Rey, P.: Effects of contextual interference on the memory of older females differing in levels of physical activity. Perceptual and Motor Skills 55(1), 171-180 (1982)
5. French, K.E., Rink, J.E., Werner, P.F.: Effects of contextual interference on retention of three volleyball skills. Perceptual and Motor Skills 71, 179-186 (1990)
6. Gabriele, T.E., Hall, C.R., Buckolz, E.E.: Practice schedule effects on the acquisition and retention of a motor skill. Human Movement Science 6, 1-16 (1987)
7. Jelsma, O., Pieters, J.M.: Practice schedule and cognitive style interaction in learning a maze task. Applied Cognitive Psychology 3(1), 73-83 (1989)
8. Lau, T., Weld, D.S.: Programming by demonstration: An inductive learning formulation. In: Proceedings of the 1999 International Conference on Intelligence User Interfaces, pp. 145-152 (1998)
9. Lee, T.D., Magill, R.A.: The locus of contextual interference in motor-skill acquisition. Journal of Experimental Psychology. Learning Memory and Cognition 9(4), 730-746 (1983)
10. Li, N., Cohen, W.W., Koedinger, K.R.: Integrating representation learning and skill learning in a human-like intelligent agent. Tech. Rep. CMU-MLD-12-1001, Carnegie Mellon University (January 2012)
11. Mclaren, B.M., Lim, S.-J., Koedinger, K.R.: When and how often should worked examples be given to students? new results and a summary of the current state of research why isn't the science done? Cognitive Science, 2176-2181 (2008)
12. Monsell, S.: Task switching. Trends in Cognitive Sciences 7(3), 134-140 (2003)
13. Muggleton, S., de Raedt, L.: Inductive logic programming: Theory and methods. Journal of Logic Programming 19, 629-679 (1994)
14. Pentti Hietala, T.N.: The competence of learning companion agents. International Journal of Artificial Intelligence in Education 9, 178-192 (1998)
15. Quinlan, J.R.: Learning logical definitions from relations. Mach. Learn. 5(3), 239-266 (1990)
16. Richman, H.B., Staszewski, J.J., Simon, H.A.: Simulation of expert memory using epam iv. Psychological Review 102(2), 305-330 (1995)
17. Sekiya, H., Magill, R.A., Anderson, D.I.: The contextual interference effect in parameter modifications of the same generalized motor program. Research Quarterly for Exercise and Sport 67(1), 59-68 (1996)
18. Shea, J.B., Morgan, R.L.: Contextual interference effects on the acquisition, retention, and transfer of a motor skill. Journal of Experimental Psychology Human Learning Memory 5(2), 179-187 (1979)
19. Tsutsui, S., Lee, T.D., Hodges, N.J.: Contextual interference in learning new patterns of bimanual coordination. Journal of Motor Behavior 30(2), 151-157 (1998)
20. Vanlehn, K.: Learning one subprocedure per lesson. Artificial Intelligence 31, 1-40 (1987)
21. VanLehn, K.: Mind Bugs: The Origins of Procedural Misconceptions. MIT Press, Cambridge (1990)
22. Wulf, G., Shea, C.H.: Principles derived from the study of simple skills do not generalize to complex skill learning. Psychonomic Bulletin Review 9(2), 185-211 (2002)
23. Young, D.E., Cohen, M.J., Husak, W.S.: Contextual interference and motor skill acquisition: On the processes that influence retention. Human Movement Science 12(5), 577-600 (1993)