Title :
Linguistic Attribute Hierarchies for Multiple-Attribute Decision Making
Author :
Lawry, Jonathan ; He, Hongmei
Author_Institution :
Bristol Univ., Bristol
Abstract :
We propose label semantics as an integrated representation framework for probabilistic uncertainty and fuzziness in multiple-attribute decision making problems. Linguistic attribute hierarchies are then introduced as a means of modelling the complex and often imprecise functional relationships between low-level attributes or measurements and high-level decision or classification variables.
Keywords :
decision making; linguistics; probability; functional relationships; high-level decision; label semantics; linguistic attribute hierarchies; multiple-attribute decision making; probabilistic uncertainty; Aggregates; Decision making; Fuzzy sets; Helium; Knowledge engineering; Knowledge representation; Labeling; Logic; Mathematics;
Conference_Titel :
Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
Conference_Location :
London
Print_ISBN :
1-4244-1209-9
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2007.4295602