XML has become the primary standard of data representation and data exchange. A growing number of software applications are being developed for assisting the implementation process and for capturing information for different professions.

Current problems:

• large amount of data must be manually entered into the XML documents
• existing autofill technologies are for simple data entry, e.g. online shopping and login forms
• require a perfect match between the incomplete input form and the stored templates
• no support for the complexity and nested structures of XML grammars

Researchers at ITTC has developed SmartXAutofill, an intelligent data entry assistant for XML documents. Our technology automates data entry by predicting the values of the XML fields.

Our SmartXAutofill technology provides solutions by:

• incorporating approximate predictive techniques from Artificial Intelligence
• learning and adapting itself to the any XML domain without developing new algorithms for each XML domain
• supporting the complexity and nested structures of XML grammars
• achieving much higher accuracy then current auto-complete technologies can offer
• save time and effort needed for the data entry process