Title:

Using Bayesian networks in business analytics: overview and short case study

Group publication title:

Informatyka Ekonomiczna = Business Informatics

Title in english:

Wykorzystanie sieci bayesowskich w analizach biznesowych: przegląd metod oraz krótkie studium przypadku

Creator:

Asheroft, Michael

Subject and Keywords:

Bayesian networks ; decision assistance ; business analytics ; stochatic modeling ; sieci bayesowskie ; wspomaganie decyzji ; analizy biznesowe ; modelowanie stochastyczne

Description:

Informatyka Ekonomiczna = Business Informatics 3 (25), s. 9-22

Abstrakt:

Bayesian networks are a popular and powerful tool in artificial intelligence. They have many applications in commercial decision support. The point of this paper is to provide an overview of the techniques involved from this perspective. It presents a simplified mathematical overview of important background theory and examines an application of Bayesian networks to talent retention for international firms in China. In developing this case study, we examine the full process of utilizing this technology and the outputs that can be generated

Publisher:

Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu

Place of publication:

Wrocław

Date:

2012

Resource Type:

artykuł

Format:

application/pdf

Language:

eng

Relation:

Informatyka Ekonomiczna = Business Informatics, 2012, Nr 3 (25)

Rights:

Wszystkie prawa zastrzeżone (Copyright)

Access Rights:

Dla wszystkich w zakresie dozwolonego użytku

Location:

Uniwersytet Ekonomiczny we Wrocławiu