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
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;
Conference_Titel :
Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4244-5053-4
DOI :
10.1109/NABIC.2009.5393315
