一种具有学习和求精功能的知识自动获取系统KAAS的设计

来源期刊：中南大学学报(自然科学版)1993年第6期

论文作者：周宇光 陈松乔

文章页码：813 - 817

关键词：示例学习; 机器学习; 知识获取; 知识自动获取系统

Key words：learning from examples; machine learning; knowledge acquisition; knowledge automatic acquisition system

摘    要：本文以一种概念获取算法RAA为基础,在IBM-PC/286微机上用TURBOPROLOG 2.0语言实现了一个知识自动获取系统KAAS(Knowledge automativeacquisition system)。该系统具有对知识进行学习和求精功能。机器学习用于通过一次性归纳学习建立知识库,知识求精用于通过增量学习方法测试和改进原有的知识 库。它还具有知识获取、知识管理、逻辑推理的功能。

Abstract: This paper suggests the knowledge automatic acquisition system KAAS based on knowl-edge acquisition algorithm RAA, which has been completed on IBM-PC/286 micro-computerin Turbo Prolog 2.0 language. The system has the ability of knowledge learning and refining. Machine learning has been adapted to create knowledge base by single inductive learning, while knowledge refining has been adapted to test and improve primary knowledge baseby incremental learning. It has the ability of knowledge aquisition and knowledge management and logical reasoning.