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Robotic process automation of unstructured data with machine learning

Wróblewska A., Stanisławek T., Prus-Zajączkowski B., Garncarek Ł.

Annals of Computer Science and Information Systems

2018

Vol. 16

9--16

In this paper we present our work in progress on building an artificial intelligence system dedicated to tasks regarding the processing of formal documents used in various kinds of business procedures. The main challenge is to build machine learning (ML) models to improve the quality and efficiency of business processes involving image processing, optical character recognition (OCR), text mining and information extraction. In the paper we introduce the research and application field, some common techniques used in this area and our preliminary results and conclusions.