Abstract: A method and system for automatically training a document imaging classification and extraction system that switches between a manual mode and an automatic mode based on constant monitoring. A specialized sub-system monitors and records a user interaction with the classification system during the initial manual mode and, in parallel, develops and tests a user configuration with respect to an automated processing engine. The system is capable of being shifted to the automatic mode if a desired acceptability threshold is attained and the document can then be processed automatically. Furthermore, a user can interact with the classification system if the automatic mode fails. Information concerning exception handling can be entered into a training database for continual refinement of the classification and extraction system.

Abstract: A method and system for automatically training a document imaging classification and extraction system that switches between a manual mode and an automatic mode based on constant monitoring. A specialized sub-system monitors and records a user interaction with the classification system during the initial manual mode and, in parallel, develops and tests a user configuration with respect to an automated processing engine. The system is capable of being shifted to the automatic mode if a desired acceptability threshold is attained and the document can then be processed automatically. Furthermore, a user can interact with the classification system if the automatic mode fails. Information concerning exception handling can be entered into a training database for continual refinement of the classification and extraction system.

Abstract: An imaging system comprises a client device with a display unit, a server controller, stored document information, document modification methods, an imaging device, and documents to be imaged. A user of the client device requests a particular stored document to be displayed on the display unit. The server receives the client request and creates a first user interface for the user to view the stored document and to either accept or request modification to the displayed document. If the user requests modification to the displayed document, the server creates a second user interface for the user to communicate to the imaging system a desired modification to be made in the displayed document. The server determines the best means to address the request, modifies the document, and stores the document information for subsequent use.