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Predictive Models of Form Filling
January 1, 2009
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Download PDF
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BibTex
Authors

Alnur Ali

Christopher Meek

Chris Meek
Publication Type
TechReport
Number
MSR-TR-2009-1

Abstract

Related Info
Abstract
In this paper we investigate predictive models of form filling. A predictive model of form filling
aims to reduce the amount of time a user spends filling out a form by predicting the values of
fields on the form and using these predictions to make suggestions to the form filler. Existing
predictive models ignore both the values of other fields on the form and the values previously
entered by users other than the current form filler when predicting the value of a target field. We
introduce a novel model of predictive form filling named the Collaborative and Contextually
Frequently Used model that utilizes these sources of information. We demonstrate that our model
outperforms the existing, standard models of predictive form filling using a real-world collection
of forms. We also demonstrate that using the values used by other form fillers can significantly
improve the performance of the existing models.
Related Info
Related Files
 AliMeekPredictiveModelsOfFormFillingTechReport.doc
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