Self-Explonations: How Students Study and Use Examples in Learning to Solve Problems
@article{Chi1989SelfExplonationsHS, title={Self-Explonations: How Students Study and Use Examples in Learning to Solve Problems}, author={Michelene T. H. Chi and Miriam Bassok and Matthew W. Lewis and Peter Reimann and Robert E. Glaser}, journal={Cogn. Sci.}, year={1989}, volume={13}, pages={145-182} }
The present paper analyzes the self-generated explanations (from talk-aloud protocols) that “Good” ond “Poor” students produce while studying worked-out exomples of mechanics problems, and their subsequent reliance on examples during problem solving. We find that “Good” students learn with understanding: They generate many explanations which refine and expand the conditions for the action ports of the exomple solutions, ond relate these actions to principles in the text. These self-explanations…
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References
SHOWING 1-10 OF 34 REFERENCES
Learning to use a text processing system: Evidence from “thinking aloud” protocols
- Computer ScienceCHI '82
- 1982
Generalizations about the problems people who are not experienced with computers have learning to use a text-processing system are reported and implications of these problems for designing better training methods and computer interfaces that are easier to learn are reported.
The role of elaborations in learning a skill from an instructional text
- PsychologyMemory & cognition
- 1986
The role of elaborations for subjects learning a procedural skill from an instructional text is examined: those provided by the author and those generated by learners while reading, which produced significant facilitation for experienced and novice computer users.
The Use of Worked Examples as a Substitute for Problem Solving in Learning Algebra
- Education
- 1985
The knowledge required to solve algebra manipulation problems and procedures designed to hasten knowledge acquisition were studied in a series of five experiments. It was hypothesized that, as occurs…
Why and How to Learn Why: Analysis-Based Generalization of Procedures
- BiologyCogn. Sci.
- 1988
This paper describes a method for causal attribution that can produce the analyses of examples that the generalization methods require, in the domain of simple procedures in human-computer interaction, and argues that none of the current analysis-based generalized methods fully captures Wertheimer s notion of understanding.
Expertise in Problem Solving.
- Computer Science
- 1981
An examination of the shift from consideration of general, domain-independent skills and procedures, in both cognitive psychology and artificial intelligence, to the study of the knowledge base shows the importance of differences in the knowledge bases of experts and novices to their problem solving success.
The Acquisition of Procedures from Text: A Production-System Analysis of Transfer of Training. Technical Report No. 16.
- Psychology
- 1985
Do Written Instructions Need Examples
- Psychology, Education
- 1986
An inductive reasoning task was used to compare the relative efficacy of general, written instruction information to that of more specific example information. A conflict situation was set up in…
A Comparative Review of Selected Methods for Learning from Examples
- Education
- 1983
Methods for finding the maximally-specific conjunctive generalizations (MSC-generalizations) that cover all of the training examples of a given concept are examined.