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Computer Aided Design of Learning Systems in PROLOG

机译:PROLOG中学习系统的计算机辅助设计

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摘要

The paper describes an approach to computer aided design of symbol based machine learning programs in Prolog. By embedding Prolog clauses of previously prepared programs with special instructions a generator is able to generate fully functional solutions according to the data passed to it. The paper shows why such generation might be useful for machine learning programs. The approach is compared with other works in the field of automatic generation of logic programs. The use of some symbolic learning methods in different areas of AI is also described.
机译:本文介绍了一种在Prolog中基于符号的机器学习程序的计算机辅助设计方法。通过将预先准备好的程序的Prolog子句与特殊指令一起嵌入,生成器可以根据传递给它的数据生成功能完整的解决方案。本文说明了为什么这种生成可能对机器学习程序有用。该方法与逻辑程序自动生成领域的其他工作进行了比较。还描述了在AI的不同领域中使用某些符号学习方法。

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