Tuning of search of the problem space for geometry proofs

作者: John R. Anderson

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摘要: In planning a proof, student searches through space of inferences leading forward from the givens problem and backward to-be-proven statement. One dimension growth expertise is that students become more tuned in search this space. This can be shown to result application various learning operators production embodiments inference rules. Rules are evaluated after solution according whether they led or away solution. contributed strengthened an attempt made formulate general versions these rules will apply other situations. weakened discrimination process evoked try add features restrict them correct circumstances application. Composition collapses successful sequences rule operations into single macro-rule productions. There also converts reasoning formed by composition The effect processes put conditions tests for heunstically predictive rule's success.

参考文章(10)
Steven A. Vere, Induction of relational productions in the presence of background information international joint conference on artificial intelligence. pp. 349- 355 ,(1977)
John R. Anderson, Paul I. Kline, A learning system and its psychological implications international joint conference on artificial intelligence. pp. 16- 21 ,(1979)
Paul J. Kline, The superiority of relative criteria in partial matching and generalization international joint conference on artificial intelligence. pp. 296- 303 ,(1981)
James G. Greeno, John R. Anderson, Paul J. Kline, David M. Neves, Acquisition of Problem-Solving Skill. ,(1980)
John R. Anderson, Complex Learning Processes. ,(1978)
John R. Anderson, Paul J. Kline, Charles M. Beasley, A General Learning Theory and its Application to Schema Abstraction1 Psychology of Learning and Motivation. ,vol. 13, pp. 277- 318 ,(1979) , 10.1016/S0079-7421(08)60085-7
John R. Anderson, A theory of language acquisition based on general learning principles international joint conference on artificial intelligence. pp. 97- 103 ,(1981)
Jill H. Larkin, John McDermott, Dorothea P. Simon, Herbert A. Simon, Models of Competence in Solving Physics Problems Cognitive Science. ,vol. 4, pp. 317- 345 ,(1980) , 10.1207/S15516709COG0404_1
Renée Elio, John R. Anderson, The effects of category generalizations and instance similarity on schema abstraction. Journal of Experimental Psychology: Human Learning & Memory. ,vol. 7, pp. 397- 417 ,(1981) , 10.1037/0278-7393.7.6.397