Continuously self-adapting arrangement for automatically acquiring data and corresponding method

A system, comprising:

• a processor;
• a non-transitory computer-readable medium;
• and
• stored instructions translatable by the processor for:
• receiving raw data of a document, the document containing a content item, the raw data including document content information representing the content item;
• interpreting, using a model, the received raw data to generate interpretation data including interpreted content information of the content item of the document, the model including model content information representing the content item in a pattern document;
• validating and correcting, using the raw data, the interpretation data of the document to generate correction data of the document, the correction data including corrected content information of the content item of the document;
• analyzing the interpretation data, the raw data, and the correction data of the document to determine whether to update the model or not;
• and
• updating the model content information of the model using the corrected content information of the correction data to thereby allow the system to automatically self-adapt and improve automatic data acquisition.

A computer program product comprising a non-transitory computer-readable medium storing instructions translatable by a processor for:

• receiving raw data of a document, the document containing a content item, the raw data including document content information representing the content item;
• interpreting, using a model, the received raw data to generate interpretation data including interpreted content information of the content item of the document, the model including model content information representing the content item in a pattern document;
• validating and correcting, using the raw data, the interpretation data of the document to generate correction data of the document, the correction data including corrected content information of the content item of the document;
• analyzing the interpretation data, the raw data, and the correction data of the document to determine whether to update the model or not;
• and
• updating the model content information of the model using the corrected content information of the correction data to thereby allow the computer program product to automatically self-adapt and improve automatic data acquisition.