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;
recreating or updating the automatic decision system based on the user response; and
reorganizing at least a portion of the plurality of data elements after recreating or updating the decision system.
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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.
30 Citations
24 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; recreating or updating the automatic decision system based on the user response; and reorganizing at least a portion of the plurality of data elements after recreating or updating the decision system. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. A method for detecting limits to the quality in a dynamic organization process, 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, reorganizing at least a portion of the plurality of data elements after recreating or updating the decision system; 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 (15, 16, 17, 18, 19, 20, 21)
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22. A computer program product comprising a non-transitory computer readable medium having computer code stored 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; recreate or update the automatic decision system based on the user response, wherein the data elements comprise one or more documents, and wherein the organization comprises an assignment of one or more of the documents to one or more categories based on the content of the document(s).
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23. A system, comprising:
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a processor configured to execute logic; logic configured to 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; logic configured to organize a plurality of data elements using the decision system; logic configured to 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; hardware configured to output at least a portion of the at least one organized data element to the user, wherein the at least one organized data element is selected for output based on having a decision score or confidence above a predetermined value; hardware configured to 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 having the decision score or confidence above a predetermined value; and logic configured to recreate or update the automatic decision system based on the user response.
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24. 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, wherein if the user response is a confirmation, the at least one organized data element is used as a positive example for recreating or updating the automatic decision system;
wherein if the user response is a negation or modification, the at least one organized data element is used as a negative example for recreating or updating the automatic decision system;using the recreated or updated automatic decision system to reorganize at least a portion of the plurality of data elements including the at least one organized data element selected for output to the user after recreating or updating the automatic decision system; selecting at least one reorganized data element for output to the user based on a score or confidence from the decision system of the at least one reorganized data element; outputting at least a portion of the at least one reorganized data element to the user; and 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 reorganized data element.
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Specification