Title :
The determination of rating points of objects and groups of objects with qualitative characteristics
Author :
Poleshchuk, O. ; Komarov, E.
Author_Institution :
Dept. of Electron. & Comput., Moscow State Forest Univ., Moscow, Russia
Abstract :
The paper presents three methods developed to assess rating points of objects and groups of objects with qualitative characteristics. The first method allows to transform the elements of a verbal (order-type) scale into fuzzy numbers instead of traditional scores. The membership functions of these numbers depend on results of qualitative characteristic assessment for this group of objects. So we can make a linguistic scale that can be adjusted for a specific group of objects. The second and third methods allow to obtain rating points for objects and groups of objects with qualitative characteristics based on these linguistic scales.
Keywords :
fuzzy set theory; fuzzy numbers; linguistic scale; membership function; qualitative characteristic assessment; qualitative characteristics; rating points; verbal order-type scale; Data analysis; Decision making; Expert systems; Fuzzy set theory; Fuzzy sets; Humans; Information processing; Instruments; Stability; Testing; complete orthogonal semantic space; qualitative characteristic; rating points;
Conference_Titel :
Fuzzy Information Processing Society, 2009. NAFIPS 2009. Annual Meeting of the North American
Conference_Location :
Cincinnati, OH
Print_ISBN :
978-1-4244-4575-2
Electronic_ISBN :
978-1-4244-4577-6
DOI :
10.1109/NAFIPS.2009.5156416