The SmartXAutofill Project

SmartXAutofill Project Home

I. Intelligent Data Entry Automation

Autofill input fields
Automatically populate values for input fields using Machine Learning techniques from Artificial Intelligence.

Use approximate predictive techniques
SmartXAutofill use approximate matching techniques from Artificial Intelligence to populate input fields. It does not require a perfect match with the historical data nor requires previously stored templates.

Automatically adapt to any data domain
SmartXAutofill integrates multiple internal Machine Learning algorithms into a single architecture. Our technology adapts itself to the specific data domain without the need to develop special algorithms for all potentially infinite domains.

Learn from past performance
Our system learns and improves from past performance by rewarding the internal Machine Learning algorithms that make correct predictions.

Support both 2D and 3D data
SmartXAutofill supports tradition 2D data, e.g. input forms, spreadsheets, rows and columns, and 3D (tree-liked) data, e.g. XML.



II. Data Discrepancy Detection

Solve the data cleaning problem
Data entry and acquisition are prone to errors and discrepancies. The data cleaning problem is an important process and a key challenge in data warehousing, pattern recognition, knowledge discovery in databases, data mining, and data quality management.

Automates the task of data discrepancy detection
SmartXAutofill use approximate matching techniques from Artificial Intelligence to identify potentially erroneous attributes in data sets

Automatically adapt to any data domain
SmartXAutofill integrates multiple internal Machine Learning algorithms into a single architecture. Our technology adapts itself to the specific data domain without the need to develop special algorithms for all potentially infinite domains.

Learn from past performance
Our system learns and improves from past performance by rewarding the internal Machine Learning algorithms that make correct predictions.




The SmartXAutofill Project

KU Jayhawk ITTC

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