Title
An Incremental Approach for Inducing Knowledge from Dynamic Information Systems
Abstract
Knowledge in an information system evolves with its dynamical environment. A new concept of interesting knowledge based on both accuracy and coverage is defined in this paper for dynamic information systems. An incremental model and approach as well as its algorithm for inducing interesting knowledge are proposed when the object set varies over time. A case study validates the feasibility of the proposed method.
Year
DOI
Venue
2009
10.3233/FI-2009-129
Fundam. Inform.
Keywords
Field
DocType
dynamical environment,dynamic information systems,inducing knowledge,object set,interesting knowledge,incremental model,dynamic information system,information system evolves,incremental approach,new concept,case study
Information system,Discrete mathematics,Data mining,Computer science,Incremental build model,Theoretical computer science,Rough set,Knowledge extraction
Journal
Volume
Issue
ISSN
94
2
0169-2968
Citations 
PageRank 
References 
60
1.23
17
Authors
4
Name
Order
Citations
PageRank
Dun Liu1152646.87
Tianrui Li23176191.76
Da Ruan32008112.05
Weili Zou4682.12