MPI-INF Logo
Publications

Server    halma.mpi-inf.mpg.de

Proceedings Article, Paper


@InProceedings
Beitrag in Tagungsband, Workshop
Author, Editor
Author(s):
Krishna Rao, M. R. K.dblp
Editor(s):
Anjaneyulu, KSR
Sasikumar, M.
Ramani, S.		dblp
dblp
dblp
BibTeX cite key*:
KrishnaRao96c
Title, Booktitle
Title*:
Learning Prolog programs from examples
Booktitle*:
Knowledge Based Computer Systems
Event, URLs
Conference URL::
Downloading URL:
Event Address*:
Bombay, India
Language:
English
Event Date*
(no longer used):
December
Organization:
Event Start Date:
14 May 2024
Event End Date:
14 May 2024
Publisher
Name*:
Narosa
URL:
Address*:
New Delhi, India
Type:
Vol, No, Year, pp.
Series:
Volume:
Number:
Month:
Pages:
19-30
Year*:
1996
VG Wort Pages:
ISBN/ISSN:
81-7319-149-2
Sequence Number:
DOI:
Note, Abstract, ©
(LaTeX) Abstract:
Logic programs with elegant and simple declarative semantics
have become very common in many areas of artificial intelligence
such as knowledge acquisition, knowledge representation and
common sense and legal reasoning. For example, in Human GENOME
project, logic programs are used in the analysis of amino acid
sequences, protein structure and drug design etc.
In this paper, we investigate the problem of learning logic
(Prolog) programs from examples and present an inference
algorithm for a class of programs.
This class of programs (called one-recursive programs)
is based on the divide-and-conquer approach and mode/type annotations.
Our class is very rich and includes many programs from Sterling and
Shapiro's book including {\tt append, merge, split, insert,
insertion-sort, preorder} and {\tt inorder} traversal of
binary trees, polynomial recognition, derivatives, sum of a list of
natural numbers etc., whereas earlier results can only deal with
very simple programs without local variables and at most two
clauses and one predicate \cite{colt92}.
Further, our algorithm does not need examples for auxiliary
predicates, but only for the target predicate.
Keywords:
learning theory, inductive logic programming
Download
Access Level:

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Programming Logics Group
Audience:
experts only
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat



BibTeX Entry:
@INPROCEEDINGS{KrishnaRao96c,
AUTHOR = {Krishna Rao, M. R. K.},
 EDITOR = {Anjaneyulu, KSR and Sasikumar, M. and Ramani, S.},
 TITLE = {Learning Prolog programs from examples},
 BOOKTITLE = {Knowledge Based Computer Systems},
 PUBLISHER = {Narosa},
 YEAR = {1996},
 PAGES = {19--30},
 ADDRESS = {Bombay, India},
 ISBN = {81-7319-149-2},
}

Entry last modified by Uwe Brahm, 03/12/2010
Hide details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)

Editor(s)
Christine Kiesel		Created
01/07/1997 02:43:10 PM
Revisions
3.
2.
1.
0.
Editor(s)
Uwe Brahm
Uwe Brahm
Uwe Brahm
Christine Kiesel
Edit Dates
17.04.97 15:28:24
17/03/97 17:02:52
20.01.97 01:21:53
07/01/97 14:51:05