| 一种具有学习和求精功能的知识自动获取系统KAAS的设计 |
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| 引用本文： | 周宇光,陈松乔. 一种具有学习和求精功能的知识自动获取系统KAAS的设计[J]. 中南大学学报(自然科学版), 1993, 0(6) |
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| 作者姓名： | 周宇光 陈松乔 |
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| 作者单位： | 中南工业大学计算机科学系，中南工业大学计算机科学系 长沙，410083，长沙，410083 |
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| 基金项目： | 中国有色金属工业总公司资助项目 |
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| 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。
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| 关 键 词： | 示例学习 机器学习 知识获取 知识自动获取系统 |
DESIGN OF A KNOWLEDGE AUTOMATIC ACQUISITION SYSTEM KAAS WITH LEARNING AND REFINING ABILITY |
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| Zhou Yuguang,Chen Songqiao. DESIGN OF A KNOWLEDGE AUTOMATIC ACQUISITION SYSTEM KAAS WITH LEARNING AND REFINING ABILITY[J]. Journal of Central South University:Science and Technology, 1993, 0(6) |
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| Authors: | Zhou Yuguang Chen Songqiao |
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| Affiliation: | Zhou Yuguang,Chen Songqiao Department of Computer Science,Central South University ofTechnology,Changsha,410083,China |
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| 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 refin-ing. Machine learning has been adapted to create knowledge base by single inductive learn-ing, while knowledge refining has been adapted to test and improve primary knowledge baseby incremental learning. It has the ability of knowledge aquisition and knowledge manage-ment and logical reasoning. |
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| Keywords: | learning from examples machine learning knowledge acquisition knowledge automatic acquisition system |
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