F. Ehrentreich, REPRESENTATION OF EXTENDED INFRARED SPECTRUM-STRUCTURE-CORRELATIONS BASED ON FUZZY THEORY, Fresenius' journal of analytical chemistry, 357(5), 1997, pp. 527-533
The theory of fuzzy sets was applied to specific infrared spectrum-str
ucture-correlations. The scheme was translated into a rule base named
CorTab (from Correlation Tables). The data are split into three main d
ata files consisting of the structural information, the spectral prope
rties and the cross references. The first two files contain the fragme
nts and the ranges of the spectroscopic features, i.e. position, inten
sity and band width, and also the empirical knowledge about the plausi
bility or constraints of the correlations. The cross references assign
the spectral to the structural properties and contain the connections
between the fragments in the network of the fragments. The flexibilit
y of the design allows the ongoing accumulation of spectrum-structure-
correlations from different literature sources or the storage of compu
ter derived rules. The rule base CorTab is a prerequisite for the stru
cture elucidation performed by an ensemble of interpretation systems r
elying on fuzzy logic. A survey of the arrangement and contents of the
rule base and the procedures that transform the verbally given knowle
dge into linguistic - fuzzified - variables are reported herein.