DocumentCode
3210335
Title
An application of Bayesian networks in predicting form entries
Author
Troiano, Luigi ; Cirillo, Gennaro ; Birtolo, Cosimo ; Armenise, Roberto
Author_Institution
Dept. of Eng., Univ. of Sannio, Benevento, Italy
fYear
2009
fDate
9-11 Dec. 2009
Firstpage
427
Lastpage
432
Abstract
In this paper we propose a model, based on Bayesian inference, aimed at predicting the user input according to past interactions. We exploited this approach to prototype an innovative online payment system in Poste Italiane. Preliminary experimental results outline that this approach is feasible and may improve usability and user experience more in general.
Keywords
belief networks; financial data processing; inference mechanisms; Bayesian inference; Bayesian networks; Poste Italiane; online payment system; Bayesian methods; Design engineering; Electronic commerce; Filling; Human computer interaction; Prediction algorithms; Predictive models; Prototypes; Usability; Web pages;
fLanguage
English
Publisher
ieee
Conference_Titel
Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on
Conference_Location
Coimbatore
Print_ISBN
978-1-4244-5053-4
Type
conf
DOI
10.1109/NABIC.2009.5393315
Filename
5393315
Link To Document