SYSTEMS AND METHODS FOR ORGANIZING DATA SETS
First Claim
1. A method for organizing data sets, comprising:
- creating or updating an automatic decision system for determining whether data elements fit a predefined organization or not, the decision system being based on a set of preorganized data elements;
organizing a plurality of data elements using the decision system;
selecting at least one organized data element for output to a user based on a score or confidence from the decision system of the at least one organized data element;
outputting at least a portion of the at least one organized data element to the user;
receiving a response from the user comprising at least one of a confirmation, modification, and a negation of the organization of the at least one organized data element; and
recreating or updating the automatic decision system based on the user response,
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Accused Products
Abstract
A method is provided for organizing data sets. In use, an automatic decision system is created or updated for determining whether data elements fit a predefined organization or not, where the decision system is based on a set of preorganized data elements. A plurality of data elements is organized using the decision system. At least one organized data element is selected for output to a user based on a score or confidence from the decision system for the at feast one organized data element. Additionally, at least a portion of the at least one organized data element is output to the user. A response is received from the user comprising at least one of a confirmation, modification, and a negation of the organization of the at least one organized data element. The automatic decision system is recreated or updated based on the user response. Other embodiments are also presented.
117 Citations
25 Claims
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1. A method for organizing data sets, comprising:
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creating or updating an automatic decision system for determining whether data elements fit a predefined organization or not, the decision system being based on a set of preorganized data elements; organizing a plurality of data elements using the decision system; selecting at least one organized data element for output to a user based on a score or confidence from the decision system of the at least one organized data element; outputting at least a portion of the at least one organized data element to the user; receiving a response from the user comprising at least one of a confirmation, modification, and a negation of the organization of the at least one organized data element; and recreating or updating the automatic decision system based on the user response, - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. The method of claim L where the data elements are elements within a document, and the organization is given by an assignment of labels to said elements based on the function of said elements in said document.
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13. A method for detecting limits to the quality in a dynamic organization process, comprising:
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receiving user input affirming, negating, or modifying organization of a plurality of data elements during or after an organization process; determining a quality of the organization based on the user input; determining a stability in decisions made during the organization of the plurality of data elements; monitoring the quality and the stability; determining that the organization has reached a limit concerning at least one of the quality and stability of the organization by evaluating the at least one of the quality and stability of the organization over a period of time or number of cycles; and outputting an indication of the determination to at least one of a user, a system and another process. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22, 23)
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24. A computer program product comprising a computer readable medium having computer code thereon, which when executed on a computer causes the computer to:
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create or update an automatic decision system for determining whether data elements fit a predefined organization or not, the decision system being based on a set of preorganized data elements; organize a plurality of data elements using the decision system; select at least one organized data element for output to a user based on a score or confidence from the decision system of the at least one organized data element; output at least a portion of the at least one organized data element to the user; receive a response from the user comprising at least one of a confirmation, modification, and a negation of the organization of the at least one organized data element; and recreate or update the automatic decision system based on the user response.
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25. A computer program product comprising a computer readable medium having computer code thereon, which when executed on a computer causes the computer to;
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receive user input affirming, negating, or modifying organization of a plurality of data elements during or after an organization process; determine a quality of the organization based on the user input; determine a stability in decisions made during the organization of the plurality of data elements; monitor the quality and the stability; determine that the organization has reached a limit concerning at least one of the quality and stability of the organization by evaluating the at least one of the quality and stability of the organization over a period of time or number of cycles; and output an indication of the determination to at least one of a user, a system and another process.
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Specification