Znalosti 2003. Sborník příspěvků 2. ročníku konference / Svátek V.
s. 252-261
Number of pages
10 s.
Action
Znalosti 2003 /2./
Event date
19.02.2003-21.02.2003
VEvent location
Ostrava
Country
CZ - Czech Republic
Event type
CST
Language
eng - English
Country
CZ - Czech Republic
Keywords
machine learning ; objects ; integration
Subject RIV
BC - Control Systems Theory
R&D Projects
GA102/99/1564 GA ČR - Czech Science Foundation (CSF)
CEZ
AV0Z1075907 - UTIA-B
Annotation
The paper deals with learning knowledge about objects, i.e. entities of the real environment. This is an important topic, often neglected by machine learning. The whole experimental approach is implemented via the integration of several areas of AI, namely machine learning, knowledge base management, reasoning, especially Prolog-like and analogical. More specifically, the approach is based on further generalization of already learned (generalized) rules, and on analogy.
