Paper Info
Title
GDB: A tool to build deductive rules using a fuzzy relational database with scientific data
Abstract
This paper presents GDB, a system to build, debug and test rules in a Fuzzy Relational Deductive Database System (FRDDS) in a visual way avoiding the associated syntax which could be quite complex for a non-expert user. The rules will be used to compute a Measure of Quality (MoQ) of the scientific data generated by the GIADA instrument (ROSETTA space mission). The MoQ will be defined and assigned taking into account the knowledge of the engineers who built the instrument and the formal documentation. Together with this MoQ, the tool will provide a semantic explanation about how the measure has been assigned. With GDB is possible to work with imprecise data, to store knowledge using rules and also to deduce new information. The MoQ and the explanation will provide to the scientists and engineers a better understanding about the instrument behavior and, therefore, about physical phenomena under study.
Year
DOI
Venue
2008
10.1016/j.fss.2008.01.022
Fuzzy Sets and Systems
Keywords
DocType
Volume
fuzzy deductive database,deductive rule,fuzzy relational database,reliability,fuzzy databases,scientific data,giada,data quality,space missions
Journal
159
Issue
ISSN
Citations 
12
Fuzzy Sets and Systems
0
PageRank 
References 
Authors
0.34
8
4
Name
Order
Citations
PageRank
R. Morales100.34
I. Blanco200.34
O. Pons300.34
J. Rodríguez400.34