Title :
Multilevel data storage model of fuzzy semi-structured data
Author :
Yants, V.I. ; Chernov, A.V. ; Butakova, M.A. ; Klimanskaya, E.V.
Author_Institution :
Rostov State Univ. of Civil Eng., Rostov-on-Don, Russia
Abstract :
The aim is the development of a new multi-level model of fuzzy semi-structured information data storage. A distinction of the proposed model from known is the use of extended polybasic intuitionistic sets for description of fuzzy data and representation of fuzzy attributes on three typing levels. The main result is formal description of fuzzy semi-structured data storage. To verify the result an example of application the developed model of data storage in the intellectual diagnostic decision-making system for railway transport is showed.
Keywords :
data structures; fuzzy set theory; storage management; extended polybasic intuitionistic sets; formal description; fuzzy attribute representation; fuzzy semistructured information data storage; intellectual diagnostic decision-making system; multilevel data storage model; railway transport; Data models; Databases; Fuzzy sets; Memory; Object oriented modeling; Rail transportation; Uncertainty; data model; data storage of fuzzy data; semi-structured data;
Conference_Titel :
Soft Computing and Measurements (SCM), 2015 XVIII International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4673-6960-2
DOI :
10.1109/SCM.2015.7190427
