Application of neural networks in social capital analysis

Siderska, Julia

Application of neural networks in social capital analysis

Abstract

The paper investigates a possibility of using soft computing for estimating the value of social capital. Our approach is applied to a case of Red Hat Inc. - the world's leading provider of open source solutions. The objective of the research is to develop an artificial neural network for forecasting the value of social capital. These studies also allow 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.

Keywords

globalna analiza wrażliwości. równanie fundamentalne zmienne niezależne kapitał społeczny perceptron wielowarstwowy obliczenia inteligentne sztuczna sieć neuronowa

Citation

3. Siderska J., Application of neural network for social capital analysis, Technical Transactions – Automatic Control, 2-AC/2013, Cracow 2013, s. 57 – 66

URI

https://depot.ceon.pl/handle/123456789/7678

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