从经验中学习的逻辑理论

[Proceedings] Third International Conference on Tools for Artificial Intelligence - TAI 91 Pub Date : 1991-11-10 DOI:10.1109/TAI.1991.167052

Wei Li

{"title":"从经验中学习的逻辑理论","authors":"Wei Li","doi":"10.1109/TAI.1991.167052","DOIUrl":null,"url":null,"abstract":"A formal description is presented of the process learning from experience. First-order logic is used as a language to denote knowledge. The theory consists of a first-order logic in Gentzen style, two concepts of counterexample and refutation by facts, and a hypothesis calculus for modifying a theory to match the human's observation and experiments. A comparison with nonmonotonic logic is also made.<<ETX>>","PeriodicalId":371778,"journal":{"name":"[Proceedings] Third International Conference on Tools for Artificial Intelligence - TAI 91","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1991-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A logic theory of learning from experience\",\"authors\":\"Wei Li\",\"doi\":\"10.1109/TAI.1991.167052\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A formal description is presented of the process learning from experience. First-order logic is used as a language to denote knowledge. The theory consists of a first-order logic in Gentzen style, two concepts of counterexample and refutation by facts, and a hypothesis calculus for modifying a theory to match the human's observation and experiments. A comparison with nonmonotonic logic is also made.<<ETX>>\",\"PeriodicalId\":371778,\"journal\":{\"name\":\"[Proceedings] Third International Conference on Tools for Artificial Intelligence - TAI 91\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1991-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"[Proceedings] Third International Conference on Tools for Artificial Intelligence - TAI 91\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TAI.1991.167052\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"[Proceedings] Third International Conference on Tools for Artificial Intelligence - TAI 91","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TAI.1991.167052","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

对从经验中学习的过程进行了形式化描述。一阶逻辑被用作表示知识的语言。该理论由根岑风格的一阶逻辑、反例和事实反驳两个概念以及修改理论以符合人类观察和实验的假设演算组成。并与非单调逻辑作了比较。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

A logic theory of learning from experience

A formal description is presented of the process learning from experience. First-order logic is used as a language to denote knowledge. The theory consists of a first-order logic in Gentzen style, two concepts of counterexample and refutation by facts, and a hypothesis calculus for modifying a theory to match the human's observation and experiments. A comparison with nonmonotonic logic is also made.<>

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

[Proceedings] Third International Conference on Tools for Artificial Intelligence - TAI 91

自引率

0.00%

发文量