Knowledge Acquisition from Structural Descriptions

@inproceedings{HayesRoth1977KnowledgeAF,
  title={Knowledge Acquisition from Structural Descriptions},
  author={Frederick Hayes-Roth and John P. McDermott},
  booktitle={IJCAI},
  year={1977}
}
The representation of concepts and antecedent-consequent productions is discussed and a method for inducing knowledge by abstracting such representations from a sequence of training examples is described. The proposed learning method, interference matching, induces abstractions by finding relational properties common to two or more exemplars. Three tasks solved by a program which performs an interference matching algorithm are presented. Several problems concerning the relational representation… CONTINUE READING

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