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2014 | 15 | 2 | 223-231

Article title

SOFT COMPUTING FOR MODELLING THE VALUE OF SOCIAL CAPITAL AT RED HAT

Authors

Content

Title variants

Languages of publication

EN

Abstracts

EN
The main objective of this paper is to predict the value of social capital at Red Hat Corporation, using a developed neural network model. Training data were collected and calculated based on balance sheets published for the years 2005 - 2012. Five variables were proposed as an input of the neural network. The output variable presented the value of social capital, calculated by fundamental equation [Walukiewicz 2006]. The artificial neural network had been trained in Statistica Automated Neural Network.

Year

Volume

15

Issue

2

Pages

223-231

Physical description

Dates

published
2014

Contributors

  • Department of Business Informatics and Logistics Bialystok University of Technology

References

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  • Lula P., Paliwoda – Pękosz G., Tadeusiewicz R. (2007) Metody sztucznej inteligencji i ich zastosowania w ekonomii i zarządzaniu, Akademicka Ekonomiczna w Krakowie, Kraków, s. 79 - 86.
  • Munga N., Fogwill T., Williams Q. (2009) The adoption of open source software in business models: a Red Hat and IBM case study, ACM New York, NY, USA, pp.112-121.
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  • Siderska J. (2013) Possibilities of using artificial neural networks to model the value of social capital in IT companies, Economics and Management Volume 5 Issue 1, pp. 84-100.
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  • Tadeusiewicz R. (1993) Sieci neuronowe, Akademicka Oficyna Wydawnicza, Warszawa, pp. 8-12.
  • Walukiewicz S. (2006) Systems analysis of social capital at the firm level Working Paper WP-1-2006, System Research Institute of the Polish Academy of Science, Warsaw.
  • Xu B., Jones D. R. (2010) Volunteers’ Participation in Open Source Software Development: A Study from the Social – Relational Perspective, The DATA BASE for Advances in Information Systems, Volume 41, Number 3, pp. 69-84.
  • Young R., Goldman R. W. (1999) Under the Radar: How Red Hat Changed the Software Business--and Took Microsoft by Surprise, Coriolis Group, LA Vergne, Tennessee, U.S.A.

Document Type

Publication order reference

Identifiers

YADDA identifier

bwmeta1.element.desklight-b9c6b7f1-c2f0-4a88-aebe-d93d685ad0ec
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