DocumentCode
2039096
Title
Directed acyclic concept graph based attribute oriented induction
Author
Sun, Junping ; Bi, Wenyi
Author_Institution
Graduate Sch. of Comput. & Inf. Sci., Nova Southeastern Univ., Fort Lauderdale, FL, USA
Volume
4
fYear
2001
fDate
2001
Firstpage
2563
Abstract
This paper introduces an attribute oriented induction method on a directed acyclic concept graph to perform the task of knowledge discovery on a given relational database (table) for rule derivation. Our proposed method is different from previous approaches such as basic attribute oriented induction, rule-based attribute oriented induction, and path-id based attribute oriented induction in avoiding backtracking and information loss
Keywords
data mining; directed graphs; relational databases; directed acyclic concept graph based attribute oriented induction; knowledge discovery; relational database; rule derivation; Bismuth; Computational efficiency; Computer industry; Data analysis; Data mining; Database systems; Machine learning; Mining industry; Relational databases; Sun;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location
Tucson, AZ
ISSN
1062-922X
Print_ISBN
0-7803-7087-2
Type
conf
DOI
10.1109/ICSMC.2001.972949
Filename
972949
Link To Document