INVERSE ENTAILMENT AND PROGOL

被引:755
作者
MUGGLETON, S
机构
[1] UNIV TOKYO, TOKYO, JAPAN
[2] TURING INST, GLASGOW, LANARK, SCOTLAND
关键词
LEARNING; LOGIC PROGRAMMING; INDUCTION; PREDICATE INVENTION; INVERSE RESOLUTION; INVERSE ENTAILMENT; INFORMATION COMPRESSION;
D O I
10.1007/BF03037227
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper firstly provides a re-appraisal of the development of techniques for inverting deduction, secondly introduces Mode-Directed Inverse Entailment (MDIE) as a generalisation and enhancement of previous approaches and thirdly describes an implementation of MDIE in the Progol system. Progol is implemented in C and available by anonymous ftp. The re-assessment of previous techniques in terms of inverse implication leads to new results for learning from positive data and inverting implication between pairs of clauses.
引用
收藏
页码:245 / 286
页数:42
相关论文
共 61 条
[1]  
[Anonymous], 1970, MACHINE INTELLIGENCE
[2]  
[Anonymous], EWSL 89 LONDON
[3]  
[Anonymous], THESIS U CALIFORNIA
[4]  
[Anonymous], MACHINE INTELLIGENCE
[5]  
[Anonymous], 1971, THESIS EDINBURGH U
[6]  
[Anonymous], EWSL 89 LONDON
[7]  
[Anonymous], 1987, P 10 INT JOINT C ART
[8]  
[Anonymous], 1963, MATH THEORY COMMUNIC
[9]  
BAIN M, 1991, MACHINE INTELLIGENCE, V12
[10]  
BRATKO I, 1991, 8TH P INT MACH LEARN