Title :
Interpretable decisions by means of similarities and modifiers
Author :
Bouchon-Meunier, B.
Author_Institution :
Univ. Pierre et Marie Curie - Paris 6, Paris, France
Abstract :
The interpretability of decisions on the basis of approximate descriptions of situations is approached by means of the use of linguistic modifiers. The closeness between two descriptions is evaluated by means of the measure of their differences. An analogy based reasoning method is proposed in compatibility with fuzzy deductive reasoning, using linguistic modifiers.
Keywords :
computational linguistics; fuzzy logic; fuzzy reasoning; analogy based reasoning method; fuzzy deductive reasoning; linguistic modifiers; modifier; similarity; situation description; Evolutionary computation; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Genetic algorithms; Knowledge based systems; Knowledge management; difference of fuzzy sets; expressiveness; fuzzy analogy; fuzzy deductive reasoning; interpretability; modifier; similarity;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277069
