TY - JOUR
TI - Application of neural networks for social capital analysis
AU - Siderska, Julia
TI - Application of neural networks for social capital analysis
AB - 
	The paper investigates the possibility of using soft computing for estimating the value of social capital. Our approach is applied to the case of Red Hat Inc. – the world’s leading provider of open source solutions. The objective of the research was to develop an artificial neural network for forecasting the value of social capital. These studies also allow us to identify variables significantly affecting the value of social capital. Computer simulations and assessments were done using software package STATISTICA Automated Neural Networks. The paper concludes with discussion and proposals for further research.
VL - 2013
IS - Automatyka Zeszyt 2 AC (10) 2013
PY - 2014
SN - 0011-4561
C1 - 2353-737X
SP - 57
EP - 66
DO - 10.4467/2353737XCT.14.023.2606
UR - https://ejournals.eu/czasopismo/czasopismo-techniczne/artykul/application-of-neural-networks-for-social-capital-analysis
KW - artificial neural network
KW - soft computing
KW - multilayer perceptron
KW - social capital
KW - independent variables
KW - fundamental equation
KW - global sensitivity analysis