Title :
Structuring knowledge bases using automatic learning
Author :
Mineau, Guy ; Gecsei, Jan ; Godin, Robert
Author_Institution :
Dept. of Inf. & Oper. Res., Montreal Univ., Que., Canada
Abstract :
The need to add an automatic learning phase to the construction process of a knowledge base is stressed. This work introduces a new technique based on machine learning methodologies which automatically creates a particular knowledge representation structure called knowledge space, from which common generalizations of knowledge objects may be efficiently inferred. Also introduced are some of the improved and added processing capabilities made possible by this structure
Keywords :
knowledge based systems; knowledge engineering; knowledge representation; learning systems; automatic learning phase; common generalizations; construction process; knowledge base; knowledge objects; knowledge representation structure; knowledge space; machine learning methodologies; processing capabilities; Animal structures; Clustering algorithms; Clustering methods; Data mining; Humans; Knowledge acquisition; Knowledge representation; Leg; Machine learning; Stress;
Conference_Titel :
Data Engineering, 1990. Proceedings. Sixth International Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
0-8186-2025-0
DOI :
10.1109/ICDE.1990.113478