Field Label Prediction for Autofill in Web Browsers
This addresses a productivity issue for users who frequently fill similar information in web forms, but it appears incremental as it builds on existing autofill features.
The paper tackled the problem of predicting form field labels for autofill in web browsers to enhance user convenience and efficiency, resulting in a machine learning solution implemented as a web service using Azure ML Studio.
Automatic form fill is an important productivity related feature present in major web browsers, which predicts the field labels of a web form and automatically fills values in a new form based on the values previously filled for the same field in other forms. This feature increases the convenience and efficiency of users who have to fill similar information in fields in multiple forms. In this paper we describe a machine learning solution for predicting the form field labels, implemented as a web service using Azure ML Studio.