What do constructive learners really learn?

被引:0
|
作者
Thornton, C [1 ]
机构
[1] Univ Sussex, Brighton BN1 9QH, E Sussex, England
关键词
constructive induction; constructive learning; relational learning; Bayesian Analysis; inductive justification;
D O I
10.1023/A:1006577209231
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In constructive induction (CI), the learner's problem representation is modified as a normal part of the learning process. This may be necessary if the initial representation is inadequate or inappropriate. However, the distinction between constructive and non-constructive methods appears to be highly ambiguous. Several conventional definitions of the process of constructive induction appear to include all conceivable learning processes. In this paper I argue that the process of constructive learning should be identified with that of relational learning (i.e., I suggest that what constructive learners really learn is relationships) and I describe some of the possible benefits that might be obtained as a result of adopting this definition.
引用
收藏
页码:249 / 257
页数:9
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