Title :
Cognitive analysis of relations between concepts of the problem area (the example of a small enterprise)
Author :
Luchko, O.N. ; Marenko, V.A.
Author_Institution :
OGIS, Omsk State Inst. of Service, Omsk, Russia
Abstract :
The paper describes the process of cognitive maps construction of various degrees of detailisation using the example of a small enterprise problem area. The generalizing hierarchical cognitive map as a 3D-model of the problem area was presented. Cognitive structuring of the problem area illustrating the existence of relations between basic factors was displayed. Cognitive parameterization and coordination of expert estimations of the basic factors interconnections using the mathematical statistics tools were carried out. The process of automation of data processing and presentation of the studied problem area were implemented. The cognitive model of relations control affecting profit growth was formed. As a result of simulated experiment and the empirical results analysis, the main controlling relation between the "Personnel" and the "Profit" factors was revealed. Experiments were conducted to determine the intellectual parameters of a small enterprise employees and labor capacity. The labor capacity as a function of intellectual indicators of the personnel using a linguistic variable was revealed.
Keywords :
business data processing; computer graphics; personnel; profitability; small-to-medium enterprises; 3D-model; cognitive analysis; cognitive maps construction; cognitive parameterization; cognitive structuring; data presentation automation; data processing automation; generalizing hierarchical cognitive map; intellectual parameter determination; personnel-profit factor controlling relation; profit growth; relations control cognitive model; small enterprise employees; small enterprise labor capacity; small enterprise problem area; Analytical models; Numerical models; Personnel; Pragmatics; Productivity; Cognitive map; cognitive model; cognitive structuring; expert estimations; intellectual indicator; productivity; relations; simulated experiment;
Conference_Titel :
Application of Information and Communication Technologies (AICT), 2014 IEEE 8th International Conference on
Conference_Location :
Astana
Print_ISBN :
978-1-4799-4120-9
DOI :
10.1109/ICAICT.2014.7035942