R. Bruggemann et al., Applying the concept of partially ordered sets on the ranking of near-shore sediments by a battery of tests, J CHEM INF, 41(4), 2001, pp. 918-925
Citations number
16
Categorie Soggetti
Chemistry
Journal title
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES
When a ranking of some objects (chemicals, geographical sites, river sectio
ns, etc.) by a multicriteria analysis is of concern, then it is often diffi
cult to find a common scale among the criteria, and therefore even the simp
le sorting process is performed by applying additional constraints, just to
get a ranking index. However such additional constraints, often arising fr
om normative considerations, are controversially discussed. The theory of p
artially ordered sets and its graphical representation (Hasse diagrams) doe
s not need such additional information just to sort the objects. Here, the
approach of using partially ordered sets is described by applying it to a b
attery of tests, developed by Dutka et al. In our analysis we found the fol
lowing: (1) The dimension analysis of partially ordered sets suggests that,
at least in the case of the 55 analyzed samples and the evaluation by the
scores, developed by Dutka et al., there is a considerable redundancy with
respect to ranking. The visualization of the sediment sites can be performe
d within a two-dimensional grid. (2) Information, obtained from the structu
re of the Hasse diagram: For example six classes of sediment sites have hig
h priority, and each class exhibits a different pattern of results. (3) Los
s of information, when an aggregation of test results is used in order to g
uarantee complete comparability among all objects. A relation between infor
mation drawn from the graphic and the uncertainty of ranking after using an
aggregation is given. (4) The sensitivity analysis identifies one test as
most important, namely the test for Fecal Coliforms/Escherichia coli. This
means that the ranking of samples is heavily influenced by the results of t
his specific test.