Quotation Krumay, Barbara, Brandtweiner, Roman. 2011. The Application of Bayesian Belief Networks. In Proceedings of the 24th Bled eConference: eMergence: Merging and Emerging Technologies, Processes, and Institutions, Hrsg. Andreja Pucihar, Jože Gričar, Dianne Lux Wigand, Ulrike Lechner, Roger Clarke, 193-206. Bled, Slowenia:


RIS


BibTeX

Abstract

The analysis of nominal data is often reduced to accumulation and description. Bayesian methods offer a possibility to analyse nominal data in a more sophisticated way. The possibility to indicate a structure via graphical representation, where variables are nodes and relationships are edges, enriches this method and makes it a powerful tool for data analysis. In this paper, an overview on Bayesian methods is given, the underlying rule is presented and some specialities will be discussed. Bayesian belief networks are described in brief and their potential to use them in case of uncertainty is presented. This includes not only the methods, but also possible applications in this context

Tags

Press 'enter' for creating the tag

Publication's profile

Status of publication Published
Affiliation WU
Type of publication Contribution to conference proceedings
Language English
Title The Application of Bayesian Belief Networks
Title of whole publication Proceedings of the 24th Bled eConference: eMergence: Merging and Emerging Technologies, Processes, and Institutions
Editor Andreja Pucihar, Jože Gričar, Dianne Lux Wigand, Ulrike Lechner, Roger Clarke
Page from 193
Page to 206
Location Bled, Slowenia
Year 2011

Associations

People
Krumay, Barbara (Details)
Brandtweiner, Roman (Details)
Organization
Information Systems and Society IN (Details)
Institute for Information Management and Control IN (Details)
Google Scholar: Search