Automatic rule prediction and generation for document classification and validation

A computer system, comprising:

• one or more processors, one or more computer-readable memories, one or more computer-readable tangible storage devices, and program instructions stored on at least one of the one or more storage devices for execution by at least one of the one or more processors via at least one of the one or more memories, wherein the computer system is capable of performing a method comprising:
• in response to electronically receiving a document, automatically classifying the document, wherein automatically classifying the document comprises electronically identifying a document type associated with the document;
• based on the document type associated with the document, automatically classifying different parts of the document and electronically tagging data associated with the different parts of the document based on one or more classification rules pertaining to the identified document type and identified data type in the document, wherein automatically classifying the document and automatically classifying the different parts of the document further comprises automatically generating and applying one or more classification rule suggestions for classifying the document and the different parts of the document;
• in response to detecting first feedback associated with the one or more classification rule suggestions, updating the one or more classification rules corresponding to the one or more classification rule suggestions based on the first feedback, and applying the updated one or more classification rules;
• automatically extracting the tagged data associated with the automatically classified document based on one or more data extraction rules associated with the identified document type and the identified data type, wherein automatically extracting the tagged data associated with the automatically classified document based on one or more data extraction rules further comprises automatically generating and applying one or more data extraction rule suggestions for extracting the tagged data;
• in response to detecting second feedback associated with the one more data extraction rule suggestions, updating the one or more data extraction rules corresponding to the one more data extraction rule suggestions based on the second feedback, and applying the updated one or more data extraction rules;
• and
• automatically generating, updating, and applying validation rules based on the identified document type, the detected first feedback, and the detected second feedback to validate the automatically classified document and the automatically tagged and extracted data, wherein automatically generating and applying the validation rules further comprises automatically generating and applying one or more validation rule suggestions for validating the automatically classified document and the automatically tagged and extracted data.

A computer program product for automatically detecting and concealing content associated with a notification in response to receiving and presenting the notification on a computing device, comprising:

• one or more tangible computer-readable storage media and program instructions stored on at least one of the one or more tangible computer-readable storage media, the program instructions executable by a processor, the program instructions comprising:
• in response to electronically receiving a document, automatically classifying the document, wherein automatically classifying the document comprises electronically identifying a document type associated with the document;
• based on the document type associated with the document, automatically classifying different parts of the document and electronically tagging data associated with the different parts of the document based on one or more classification rules pertaining to the identified document type and identified data type in the document, wherein automatically classifying the document and automatically classifying the different parts of the document further comprises automatically generating and applying one or more classification rule suggestions for classifying the document and the different parts of the document;
• in response to detecting first feedback associated with the one or more classification rule suggestions, updating the one or more classification rules corresponding to the one or more classification rule suggestions based on the first feedback, and applying the updated one or more classification rules;
• automatically extracting the tagged data associated with the automatically classified document based on one or more data extraction rules associated with the identified document type and the identified data type, wherein automatically extracting the tagged data associated with the automatically classified document based on one or more data extraction rules further comprises automatically generating and applying one or more data extraction rule suggestions for extracting the tagged data;
• in response to detecting second feedback associated with the one more data extraction rule suggestions, updating the one or more data extraction rules corresponding to the one more data extraction rule suggestions based on the second feedback, and applying the updated one or more data extraction rules;
• and
• automatically generating, updating, and applying validation rules based on the identified document type, the detected first feedback, and the detected second feedback to validate the automatically classified document and the automatically tagged and extracted data, wherein automatically generating and applying the validation rules further comprises automatically generating and applying one or more validation rule suggestions for validating the automatically classified document and the automatically tagged and extracted data.