类比学习机制的研究

类比学习是机器学习中的一种重要方法。文中重点讨论了实现这种学习方法所需解决的主要问题及类比学习的研究进展和状况,并对6种具有代表性的类比学习方法和系统(转换类比学习、派生类比学习、属性类比学习、因果关系类比学习、联想类比学习和基于事例的学习)的基本原理、学习机制等进行了深入的研究和分析。

A Research on analogy learning

Analogy learning is a key method in machine learning. The paper emphasizes several challenge issues and the development and situation of the research in analogy learning, and studies and analyzes the basic principle, the process of machine learning etal on six typical methods and systems, that is, transformational analogy learning, derivational analogy learning, attribute analogy learning, causality analogy learning, reminding analogy learning and case-based learning.